Location Analysis#

import pandas as pd
import numpy as np
import datetime as dt
csv_file = "../datasets/Formatted_ETAS_Output.csv"
etas = pd.read_csv(csv_file, sep = ',', lineterminator='\n')
csv_file = "../datasets/All (1960-2023).csv"
usgs = pd.read_csv(csv_file, sep = ',', lineterminator='\n', dtype={'time':str})
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C:\Users\Vishal\AppData\Local\Temp\ipykernel_18600\2239509985.py:4: DtypeWarning: Columns (1,2,3,4,6,7,8,9,15,16,17,18) have mixed types. Specify dtype option on import or set low_memory=False.
  usgs = pd.read_csv(csv_file, sep = ',', lineterminator='\n', dtype={'time':str})

Data Filtering#

  1. Converting the date columns to datetime

  2. Date > 1960-01-01 and < 2023-01-01

  3. Longitude > -123 and < -113

  4. Latitude > 29 and < 39s

Hide code cell source
etas["Date"] = pd.to_datetime(etas["Date"], errors="coerce", format="%m/%d/%y")
etas.loc[etas["Date"].dt.year > pd.Timestamp.now().year, "Date"] -= pd.DateOffset(years=100)

etas = etas[(etas['Date'] > pd.to_datetime('1960-01-01')) & (etas['Date'] < pd.to_datetime('2023-01-01'))]

#filter the dataset by X > -123 and X < -113 and Y > 29 and Y < 39
etas = etas[etas['X'] > -123]
etas = etas[etas['X'] < -113]
etas = etas[etas['Y'] < 39]
etas = etas[etas['Y'] > 29]
etas.head()
Date Time Year X Y Magnitude Z\r
1 1960-01-02 0:08:49.00 1960.006125 -115.6222 33.0793 4.25 7.9322
2 1960-01-02 0:10:31.00 1960.007305 -115.6323 33.1220 3.03 8.4015
3 1960-01-02 0:10:32.00 1960.007320 -115.5851 33.0745 3.03 7.9678
4 1960-01-02 0:11:07.00 1960.007720 -115.6256 33.0290 3.08 7.9737
5 1960-01-02 0:11:17.00 1960.007840 -115.6050 33.0276 3.61 7.9322
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# Converting the date column into datetime format
usgs["Date"] = pd.to_datetime(usgs["time"], errors="coerce").dt.strftime("%Y-%m-%d")
usgs.drop(columns=["time"], inplace=True)
usgs = usgs[(pd.to_datetime(usgs['Date']) > pd.to_datetime('1960-01-01')) & (pd.to_datetime(usgs['Date']) < pd.to_datetime('2023-01-01'))]

usgs['longitude'] = pd.to_numeric(usgs['longitude'], errors='coerce')
usgs['latitude'] = pd.to_numeric(usgs['latitude'], errors='coerce')
usgs['mag'] = pd.to_numeric(usgs['mag'], errors='coerce')

#filter the dataset by X > -123 and X < -113 and Y > 29 and Y < 39
usgs = usgs[usgs['longitude'] > -123]
usgs = usgs[usgs['longitude'] < -113]
usgs = usgs[usgs['latitude'] < 39]
usgs = usgs[usgs['latitude'] > 29]
usgs.head()
latitude longitude depth mag magType nst gap dmin rms net ... place type horizontalError depthError magError magNst status locationSource magSource\r Date
240 33.397500 -116.393333 3.88 4.14 mw 132 16 0.07391 0.19 ci ... 16 km N of Borrego Springs, CA earthquake 0.1 0.38 NaN 6 reviewed ci ci\r 2022-12-31
241 34.355667 -116.921833 4.73 3.47 mw 121 25 0.07845 0.15 ci ... 11km SSE of Lucerne Valley, CA earthquake 0.09 0.41 NaN 4 reviewed ci ci\r 2022-12-31
246 37.620167 -122.025000 3.82 3.34 mw 141 16 NaN 0.16 nc ... 3km N of Union City, CA earthquake 0.1 0.17 NaN 3 reviewed nc nc\r 2022-12-22
262 37.918167 -122.304000 5.48 3.57 mw 170 19 0.01598 0.15 nc ... 1km ENE of El Cerrito, CA earthquake 0.1 0.17 NaN 4 reviewed nc nc\r 2022-12-17
263 36.604667 -121.209333 8.88 3.28 ml 67 55 0.03812 0.09 nc ... 10km NW of Pinnacles, CA earthquake 0.14 0.28 0.129 72 reviewed nc nc\r 2022-12-13

5 rows × 22 columns

Energy Calculation And Filtering#

Converting the magnitudes to energy through the formula: 1/15 * log(10^(1.5*mag)) and graphing it

# ETAS energy in terms of location
const = (1/1.5)
etas['Energy'] = 10**(1.5*etas['Magnitude'])
etas['Energy'] = np.log(etas['Magnitude'])*const

const = (1/1.5)
usgs['Energy'] = 10**(1.5*usgs['mag'])
usgs['Energy'] = np.log(usgs['mag'])*const
import plotly.express as px
import plotly.graph_objects as go
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fig = px.scatter(etas, x='X', y='Y', color='Energy', color_continuous_scale='viridis', title='Earthquake Locations ETAS (Energy)')
fig.update_layout(width=800, height=800)
fig.show()
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fig = px.scatter(usgs, x='longitude', y='latitude', color='Energy', color_continuous_scale='viridis', title='Earthquake Locations USGS (Energy)')
fig.update_layout(width=800, height=800)
fig.show()

Assinging Grid Labels#

Grouping the eathquakes by locational grids and assigning labels to them

#size of the grids
lat_grid_size = 1
lon_grid_size = 1
def assign_grid_labels_usgs(row):
    lon_label = int(row['longitude'] // lon_grid_size)
    lat_label = int(row['latitude'] // lat_grid_size)
    return f'Grid_{lon_label}_{lat_label}'

def assign_grid_labels_etas(row):
    lon_label = int(row['X'] // lon_grid_size)
    lat_label = int(row['Y'] // lat_grid_size)
    return f'Grid_{lon_label}_{lat_label}'
etas['grid_label'] = etas.apply(assign_grid_labels_etas, axis=1)
grid_etas = {}
for label, group in etas.groupby('grid_label'):
    grid_etas[label] = group

usgs['grid_label'] = usgs.apply(assign_grid_labels_usgs, axis=1)
grid_usgs  = {}
for label, group in usgs.groupby('grid_label'):
    grid_usgs[label] = group
    
print(grid_etas)
print(len(grid_etas))

print(grid_usgs)
print(len(grid_usgs))
Hide code cell output
{'Grid_-114_29':             Date         Time         Year         X        Y  Magnitude  \
242   1960-06-30  11:57:44.00  1960.498427 -113.8480  29.7933       3.03   
298   1960-08-05  14:18:13.00  1960.595988 -113.6070  29.7940       3.02   
319   1960-08-27  15:47:31.00  1960.658004 -113.8580  29.6810       3.07   
352   1960-09-29  17:54:13.00  1960.745985 -113.8046  29.9182       3.40   
400   1960-11-18  21:12:11.00  1960.883471 -113.9179  29.7511       3.09   
...          ...          ...          ...       ...      ...        ...   
30630 2020-09-22  17:29:50.00  2020.729062 -113.9880  29.9700       3.93   
30644 2020-10-05  18:21:04.00  2020.764635 -113.8340  29.7727       3.60   
30731 2020-12-07  22:28:39.00  2020.936574 -113.8640  29.7902       3.04   
31622 2022-09-22  17:28:10.00  2022.727901 -113.8180  29.8472       3.42   
31626 2022-09-26  17:43:39.00  2022.738657 -113.8580  29.6810       4.30   

           Z\r    Energy    grid_label  
242    19.1361  0.739042  Grid_-114_29  
298    20.0000  0.736838  Grid_-114_29  
319    18.5191  0.747785  Grid_-114_29  
352    14.1591  0.815850  Grid_-114_29  
400    18.8459  0.752114  Grid_-114_29  
...        ...       ...           ...  
30630  12.7824  0.912426  Grid_-114_29  
30644  17.8635  0.853956  Grid_-114_29  
30731  16.6741  0.741238  Grid_-114_29  
31622   2.8294  0.819760  Grid_-114_29  
31626   2.0594  0.972410  Grid_-114_29  

[670 rows x 9 columns], 'Grid_-114_30':             Date         Time         Year         X        Y  Magnitude  \
248   1960-07-02  12:06:33.00  1960.504549 -113.8850  30.5180       4.09   
258   1960-07-12  12:47:01.00  1960.532651 -113.9830  30.3150       5.06   
365   1960-10-13  18:51:08.00  1960.785520 -113.6440  30.5750       4.12   
443   1960-12-23  23:29:25.00  1960.978766 -113.9660  30.1690       3.01   
553   1961-03-27   5:41:54.00  1961.237432 -113.7657  30.0634       4.04   
...          ...          ...          ...       ...      ...        ...   
30813 2021-02-22   3:31:18.00  2021.146745 -113.6182  30.0752       3.07   
30818 2021-02-27   3:51:19.00  2021.160642 -113.6942  30.1675       3.26   
31708 2022-11-28  21:50:08.00  2022.909817 -113.7587  30.0098       4.07   
31723 2022-12-08  22:30:51.00  2022.938095 -113.8560  30.1120       3.02   
31736 2022-12-17  23:08:13.00  2022.964051 -113.7212  30.0817       4.18   

           Z\r    Energy    grid_label  
248    19.7194  0.939030  Grid_-114_30  
258    19.5559  1.080911  Grid_-114_30  
365    13.6123  0.943902  Grid_-114_30  
443    17.2467  0.734627  Grid_-114_30  
553    18.2917  0.930830  Grid_-114_30  
...        ...       ...           ...  
30813   9.4835  0.747785  Grid_-114_30  
30818   9.5284  0.787818  Grid_-114_30  
31708   0.0000  0.935762  Grid_-114_30  
31723   3.9561  0.736838  Grid_-114_30  
31736   5.2702  0.953541  Grid_-114_30  

[451 rows x 9 columns], 'Grid_-114_31':             Date         Time         Year        X       Y  Magnitude  \
1211  1962-08-21  15:20:46.00  1962.639428 -113.746  31.078       5.73   
1543  1963-04-05   6:17:58.00  1963.262488 -113.254  31.688       3.53   
1684  1963-07-28  13:47:03.00  1963.574351 -113.634  31.030       3.16   
6575  1972-11-17  21:07:29.00  1972.880201 -114.000  31.500       3.06   
8179  1976-02-19   3:19:18.00  1976.138405 -114.000  31.500       4.79   
...          ...          ...          ...      ...     ...        ...   
27748 2015-05-25   9:34:10.00  2015.398732 -114.000  31.000       3.19   
29455 2018-06-07  10:25:10.00  2018.434147 -114.000  31.000       4.26   
30018 2019-07-12  12:43:36.00  2019.530282 -113.254  31.688       4.08   
30488 2020-05-29   9:52:37.00  2020.411547 -114.000  31.500       3.08   
31539 2022-07-20  13:16:29.00  2022.553123 -113.769  31.230       3.62   

           Z\r    Energy    grid_label  
1211   19.8455  1.163810  Grid_-114_31  
1543    1.7068  0.840865  Grid_-114_31  
1684    6.4981  0.767048  Grid_-114_31  
6575    8.5064  0.745610  Grid_-114_31  
8179   12.4821  1.044354  Grid_-114_31  
...        ...       ...           ...  
27748  15.0005  0.773347  Grid_-114_31  
29455  13.9172  0.966179  Grid_-114_31  
30018   9.6297  0.937398  Grid_-114_31  
30488   5.6213  0.749953  Grid_-114_31  
31539   7.7786  0.857649  Grid_-114_31  

[104 rows x 9 columns], 'Grid_-114_36':             Date         Time         Year        X        Y  Magnitude  \
14826 1989-12-02  22:06:29.00  1989.921171 -113.498  36.6773       3.30   
15625 1991-06-30  11:55:29.00  1991.496871 -113.498  36.6773       3.64   

          Z\r    Energy    grid_label  
14826  8.7436  0.795948  Grid_-114_36  
15625  4.9853  0.861322  Grid_-114_36  , 'Grid_-114_37':             Date         Time         Year         X        Y  Magnitude  \
1439  1963-01-29   1:54:48.00  1963.079725 -113.2863  37.5733       3.22   
1451  1963-02-06   2:28:12.00  1963.102917 -113.2863  37.5733       4.79   
6094  1971-12-23  23:31:48.00  1971.980423 -113.9217  37.5122       3.47   
6355  1972-06-23  11:32:14.00  1972.480728 -113.4972  37.0998       3.01   
7458  1974-10-20  19:18:59.00  1974.804855 -113.4972  37.0998       3.36   
8667  1977-01-27   1:48:43.00  1977.075504 -113.4972  37.0998       3.15   
15466 1991-02-22   3:29:26.00  1991.145446 -113.9217  37.5122       3.98   
20354 2000-09-22  17:29:58.00  2000.729146 -113.2863  37.5733       3.32   
23150 2006-03-25   5:32:28.00  2006.230880 -113.9217  37.5122       3.29   
24181 2008-03-06   4:22:50.00  2008.182534 -113.4972  37.0998       3.15   
24809 2009-06-09  10:31:57.00  2009.438859 -113.4972  37.0998       3.28   
24810 2009-06-10  10:37:09.00  2009.442469 -113.4915  37.1047       3.86   
24811 2009-06-10  10:39:06.00  2009.443830 -113.4603  37.1517       3.18   
24812 2009-06-11  10:41:40.00  2009.445611 -113.5150  37.1700       3.75   
24813 2009-06-12  10:43:35.00  2009.446938 -113.5723  37.1157       3.03   
24814 2009-06-12  10:44:18.00  2009.447435 -113.6011  37.1693       3.64   
24815 2009-06-13  10:48:58.00  2009.450680 -113.5886  37.2065       3.72   
24816 2009-06-14  10:53:00.00  2009.453476 -113.5469  37.1739       3.13   
24817 2009-06-14  10:54:10.00  2009.454293 -113.5293  37.1555       3.28   
24818 2009-06-16  10:59:43.00  2009.458140 -113.5012  37.2119       3.26   
30184 2019-11-08  20:34:47.00  2019.857497 -113.4972  37.0998       3.09   

           Z\r    Energy    grid_label  
1439   16.5907  0.779588  Grid_-114_37  
1451   15.1065  1.044354  Grid_-114_37  
6094   20.0000  0.829436  Grid_-114_37  
6355   18.9578  0.734627  Grid_-114_37  
7458   17.4742  0.807961  Grid_-114_37  
8667   12.5502  0.764935  Grid_-114_37  
15466  18.2998  0.920855  Grid_-114_37  
20354   6.4502  0.799977  Grid_-114_37  
23150   3.0546  0.793925  Grid_-114_37  
24181  20.0000  0.764935  Grid_-114_37  
24809   0.0000  0.791896  Grid_-114_37  
24810   0.1909  0.900445  Grid_-114_37  
24811   0.0000  0.771254  Grid_-114_37  
24812   0.0000  0.881171  Grid_-114_37  
24813   0.2798  0.739042  Grid_-114_37  
24814   0.0000  0.861322  Grid_-114_37  
24815   0.2358  0.875816  Grid_-114_37  
24816   0.8775  0.760689  Grid_-114_37  
24817   1.5463  0.791896  Grid_-114_37  
24818   1.7942  0.787818  Grid_-114_37  
30184  17.9393  0.752114  Grid_-114_37  , 'Grid_-115_29':             Date         Time         Year         X        Y  Magnitude  \
284   1960-07-27  13:43:53.00  1960.572152 -114.5880  29.8090       4.20   
576   1961-04-14   6:53:46.00  1961.287345 -114.0912  29.8671       3.17   
657   1961-06-08  10:29:36.00  1961.437233 -114.3095  29.8985       3.63   
751   1961-08-30  15:57:46.00  1961.665119 -114.0470  29.8610       4.05   
894   1961-12-21  23:21:18.00  1961.973134 -114.0112  29.2308       3.62   
...          ...          ...          ...       ...      ...        ...   
31552 2022-07-30  13:55:45.00  2022.580384 -114.1301  29.6356       3.04   
31610 2022-09-13  16:52:06.00  2022.702856 -114.1350  29.8680       3.12   
31717 2022-12-03  22:10:03.00  2022.923651 -114.0930  29.8280       3.23   
31724 2022-12-08  22:32:43.00  2022.939390 -114.0930  29.8280       3.75   
31740 2022-12-20  23:16:43.00  2022.969944 -114.1301  29.6356       3.35   

           Z\r    Energy    grid_label  
284    17.6859  0.956723  Grid_-115_29  
576    20.0000  0.769154  Grid_-115_29  
657    14.4271  0.859488  Grid_-115_29  
751    13.5074  0.932478  Grid_-115_29  
894    17.7710  0.857649  Grid_-115_29  
...        ...       ...           ...  
31552   8.3953  0.741238  Grid_-115_29  
31610   1.8960  0.758555  Grid_-115_29  
31717   1.9203  0.781655  Grid_-115_29  
31724   4.4272  0.881171  Grid_-115_29  
31740   5.6034  0.805974  Grid_-115_29  

[356 rows x 9 columns], 'Grid_-115_30':             Date         Time         Year         X        Y  Magnitude  \
239   1960-06-28  11:49:00.00  1960.492363 -114.2873  30.5697       3.35   
299   1960-08-05  14:20:04.00  1960.597280 -114.0950  30.9640       3.22   
344   1960-09-20  17:19:42.00  1960.722025 -114.3089  30.3704       3.09   
353   1960-09-30  17:58:23.00  1960.748885 -114.0110  30.2160       3.29   
356   1960-10-04  18:15:41.00  1960.760892 -114.2783  30.2219       3.06   
...          ...          ...          ...       ...      ...        ...   
31538 2022-07-20  13:15:29.00  2022.552426 -114.4050  30.0490       3.61   
31576 2022-08-17  15:04:56.00  2022.628434 -114.1610  30.0550       3.34   
31714 2022-11-30  22:01:06.00  2022.917435 -114.5060  30.0310       3.71   
31728 2022-12-11  22:43:14.00  2022.946699 -114.0310  30.3040       3.00   
31749 2022-12-28  23:51:23.00  2022.994017 -114.1410  30.2890       3.24   

           Z\r    Energy    grid_label  
239    16.2647  0.805974  Grid_-115_30  
299    20.0000  0.779588  Grid_-115_30  
344    17.8579  0.752114  Grid_-115_30  
353    13.4034  0.793925  Grid_-115_30  
356    13.0840  0.745610  Grid_-115_30  
...        ...       ...           ...  
31538   7.2134  0.855805  Grid_-115_30  
31576   3.5557  0.803981  Grid_-115_30  
31714   1.1942  0.874021  Grid_-115_30  
31728   5.3604  0.732408  Grid_-115_30  
31749   8.5351  0.783716  Grid_-115_30  

[606 rows x 9 columns], 'Grid_-115_31':             Date         Time         Year         X        Y  Magnitude  \
245   1960-07-01  12:01:10.00  1960.500813 -114.4480  31.4830       3.53   
252   1960-07-06  12:22:49.00  1960.515856 -114.4480  31.4830       3.33   
281   1960-07-25  13:37:26.00  1960.567671 -114.6050  31.2150       3.61   
399   1960-11-16  21:05:38.00  1960.878912 -114.4692  31.7875       3.05   
775   1961-09-23  17:32:10.00  1961.730680 -114.3418  31.1845       3.17   
...          ...          ...          ...       ...      ...        ...   
30494 2020-06-01  10:03:40.00  2020.419214 -114.3925  31.1809       4.02   
30520 2020-06-17  11:08:50.00  2020.464470 -114.9873  31.7150       3.67   
30719 2020-11-29  21:57:54.00  2020.915209 -114.9670  31.1330       3.61   
30776 2021-01-19   1:16:42.00  2021.053274 -114.6905  31.8165       3.79   
31742 2022-12-23  23:29:39.00  2022.978929 -114.9770  31.9220       3.03   

           Z\r    Energy    grid_label  
245    19.5939  0.840865  Grid_-115_31  
252    19.0129  0.801982  Grid_-115_31  
281    17.5472  0.855805  Grid_-115_31  
399    19.0981  0.743428  Grid_-115_31  
775    11.2365  0.769154  Grid_-115_31  
...        ...       ...           ...  
30494   7.5353  0.927521  Grid_-115_31  
30520   3.6314  0.866794  Grid_-115_31  
30719  11.9025  0.855805  Grid_-115_31  
30776  13.4997  0.888244  Grid_-115_31  
31742   5.1723  0.739042  Grid_-115_31  

[277 rows x 9 columns], 'Grid_-115_32':             Date         Time         Year         X        Y  Magnitude  \
5862  1971-06-26  11:39:09.00  1971.485522 -114.7632  32.4565       4.02   
6998  1973-10-28  19:48:08.00  1973.825101 -114.7632  32.4565       3.31   
8163  1976-02-12   2:52:48.00  1976.120009 -114.5493  32.0373       4.16   
9355  1978-06-25  11:37:36.00  1978.484452 -114.9480  32.0660       3.98   
9559  1978-12-03  22:10:16.00  1978.923807 -114.8840  32.2780       3.00   
...          ...          ...          ...       ...      ...        ...   
27795 2015-06-19  11:13:40.00  2015.467827 -114.9858  32.1882       3.08   
27796 2015-06-20  11:15:31.00  2015.469115 -114.9440  32.1897       3.07   
27797 2015-06-20  11:16:37.00  2015.469873 -114.9584  32.2494       3.10   
27799 2015-06-21  11:21:05.00  2015.472986 -114.9682  32.1676       3.13   
27800 2015-06-22  11:25:23.00  2015.475965 -114.9793  32.2033       5.86   

           Z\r    Energy    grid_label  
5862   15.3233  0.927521  Grid_-115_32  
6998    5.8684  0.797965  Grid_-115_32  
8163   12.2757  0.950343  Grid_-115_32  
9355   11.0336  0.920855  Grid_-115_32  
9559   17.8164  0.732408  Grid_-115_32  
...        ...       ...           ...  
27795  16.2127  0.749953  Grid_-115_32  
27796  16.3414  0.747785  Grid_-115_32  
27797  16.8067  0.754268  Grid_-115_32  
27799  16.8893  0.760689  Grid_-115_32  
27800  17.3744  1.178766  Grid_-115_32  

[149 rows x 9 columns], 'Grid_-115_35':             Date        Time         Year         X        Y  Magnitude  \
6679  1973-02-11  2:48:59.00  1973.117351 -114.8613  35.9615       3.23   
10232 1980-05-24  9:33:11.00  1980.398049 -114.8613  35.9615       3.52   
13110 1986-05-16  8:56:53.00  1986.372836 -114.8613  35.9615       3.24   
13992 1988-03-12  4:47:02.00  1988.199333 -114.8613  35.9615       3.21   

           Z\r    Energy    grid_label  
6679   18.6339  0.781655  Grid_-115_35  
10232  10.1476  0.838974  Grid_-115_35  
13110   3.0501  0.783716  Grid_-115_35  
13992   5.4046  0.777514  Grid_-115_35  , 'Grid_-115_36':             Date         Time         Year         X        Y  Magnitude  \
1323  1962-10-31  20:00:17.00  1962.833542 -114.9082  36.9495       3.74   
1642  1963-06-28  11:46:16.00  1963.490465 -114.6570  36.1348       3.37   
7318  1974-06-24  11:32:03.00  1974.480597 -114.6570  36.1348       3.52   
9435  1978-08-30  15:55:06.00  1978.663270 -114.6570  36.1348       3.71   
12157 1984-03-18   5:08:14.00  1984.214060 -114.6570  36.1348       3.33   
13215 1986-07-31  13:58:34.00  1986.582343 -114.9082  36.9495       3.32   
17190 1994-08-09  14:35:00.00  1994.607649 -114.9082  36.9495       3.00   
17784 1995-10-01  18:03:16.00  1995.752275 -114.3815  36.4828       3.76   
17785 1995-10-01  18:03:48.00  1995.752641 -114.4017  36.4518       3.03   
19919 1999-11-20  21:19:17.00  1999.888398 -114.6570  36.1348       3.06   
20806 2001-08-27  15:44:24.00  2001.655844 -114.9082  36.9495       3.36   
22806 2005-07-19  13:10:32.00  2005.548988 -114.9082  36.9495       4.27   
24592 2008-12-28  23:49:40.00  2008.992828 -114.9082  36.9495       3.25   
30434 2020-04-15   6:57:09.00  2020.289694 -114.3815  36.4828       3.07   

           Z\r    Energy    grid_label  
1323   19.7602  0.879390  Grid_-115_36  
1642    3.9727  0.809942  Grid_-115_36  
7318   13.6504  0.838974  Grid_-115_36  
9435   18.6711  0.874021  Grid_-115_36  
12157   0.4656  0.801982  Grid_-115_36  
13215   0.3382  0.799977  Grid_-115_36  
17190  16.5329  0.732408  Grid_-115_36  
17784  19.2628  0.882946  Grid_-115_36  
17785  19.1943  0.739042  Grid_-115_36  
19919   9.2747  0.745610  Grid_-115_36  
20806  19.8145  0.807961  Grid_-115_36  
22806   2.2308  0.967743  Grid_-115_36  
24592   8.5289  0.785770  Grid_-115_36  
30434   7.3193  0.747785  Grid_-115_36  , 'Grid_-115_37':             Date         Time         Year         X        Y  Magnitude  \
369   1960-10-16  19:02:45.00  1960.793587 -114.6546  37.2925       3.06   
460   1961-01-07   0:31:00.00  1961.021533 -114.4556  37.3283       3.73   
615   1961-05-09   8:31:29.00  1961.355207 -114.1910  37.4380       3.29   
1212  1962-08-22  15:26:30.00  1962.643410 -114.1113  37.3240       3.47   
1213  1962-08-23  15:28:01.00  1962.644464 -114.1649  37.3032       4.34   
...          ...          ...          ...       ...      ...        ...   
30207 2019-11-25  21:38:18.00  2019.901609 -114.8400  37.2798       3.23   
30212 2019-11-30  21:58:45.00  2019.915806 -114.8400  37.2798       3.50   
30445 2020-04-24   7:36:14.00  2020.316839 -114.6723  37.2291       3.04   
30593 2020-08-18  15:10:08.00  2020.632043 -114.3137  37.7874       3.05   
31554 2022-08-01  14:01:03.00  2022.584063 -114.6723  37.2291       3.06   

           Z\r    Energy    grid_label  
369    14.2245  0.745610  Grid_-115_37  
460    19.4800  0.877605  Grid_-115_37  
615    12.5166  0.793925  Grid_-115_37  
1212   20.0000  0.829436  Grid_-115_37  
1213   20.0000  0.978583  Grid_-115_37  
...        ...       ...           ...  
30207  14.8846  0.781655  Grid_-115_37  
30212  17.1558  0.835175  Grid_-115_37  
30445   7.7806  0.741238  Grid_-115_37  
30593   6.7294  0.743428  Grid_-115_37  
31554   8.4443  0.745610  Grid_-115_37  

[95 rows x 9 columns], 'Grid_-115_38':             Date         Time         Year         X        Y  Magnitude  \
7614  1975-02-25   3:42:33.00  1975.154552 -114.4120  38.0440       3.28   
8263  1976-04-28   7:50:09.00  1976.326501 -114.4120  38.0440       5.41   
9488  1978-10-16  19:03:50.00  1978.794330 -114.3105  38.1628       3.28   
9608  1979-01-09   0:38:07.00  1979.026481 -114.6130  38.8640       3.51   
9889  1979-08-24  15:33:31.00  1979.648285 -114.3105  38.1628       3.14   
11951 1983-10-02  18:05:34.00  1983.753876 -114.3105  38.1628       3.01   
12065 1984-01-01   0:05:06.00  1984.003552 -114.6130  38.8640       3.13   
22193 2004-04-10   6:40:59.00  2004.278469 -114.4120  38.0440       3.92   
22560 2004-12-31   0:01:27.00  2005.001018 -114.3105  38.1628       3.56   
24742 2009-04-11   6:39:47.00  2009.277629 -114.4120  38.0440       3.93   
24743 2009-04-11   6:40:18.00  2009.277988 -114.4655  38.0778       3.91   
24744 2009-04-11   6:41:20.00  2009.278714 -114.4260  38.1318       3.15   
24745 2009-04-12   6:43:46.00  2009.280405 -114.4244  38.1800       3.04   
30482 2020-05-23   9:28:12.00  2020.394593 -114.4120  38.0440       3.19   

           Z\r    Energy    grid_label  
7614   15.0278  0.791896  Grid_-115_38  
8263    0.6104  1.125499  Grid_-115_38  
9488   20.0000  0.791896  Grid_-115_38  
9608   16.0700  0.837077  Grid_-115_38  
9889   15.7436  0.762815  Grid_-115_38  
11951   3.3523  0.734627  Grid_-115_38  
12065  12.3467  0.760689  Grid_-115_38  
22193   9.1885  0.910728  Grid_-115_38  
22560   3.9770  0.846507  Grid_-115_38  
24742   2.1094  0.912426  Grid_-115_38  
24743   2.2271  0.909025  Grid_-115_38  
24744   2.2338  0.764935  Grid_-115_38  
24745   2.1505  0.741238  Grid_-115_38  
30482   9.3411  0.773347  Grid_-115_38  , 'Grid_-116_29':             Date         Time         Year         X        Y  Magnitude  \
12460 1984-12-16  23:01:45.00  1984.959551 -115.6298  29.8388       3.60   
13550 1987-05-13   8:46:57.00  1987.365939 -115.6298  29.8388       4.17   
13551 1987-05-14   8:49:37.00  1987.367798 -115.5699  29.8201       4.69   
13552 1987-05-14   8:49:57.00  1987.368027 -115.5380  29.7639       3.50   
13553 1987-05-14   8:50:01.00  1987.368070 -115.5024  29.7179       3.55   
...          ...          ...          ...       ...      ...        ...   
16421 1993-02-23   3:36:37.00  1993.150439 -115.6241  29.7811       4.12   
16422 1993-02-24   3:37:38.00  1993.151140 -115.6757  29.8105       4.02   
16423 1993-02-24   3:38:23.00  1993.151658 -115.6672  29.8649       3.52   
16424 1993-02-24   3:38:24.00  1993.151676 -115.6776  29.8969       3.47   
19720 1999-06-02  10:05:03.00  1999.420182 -115.6298  29.8388       3.13   

          Z\r    Energy    grid_label  
12460  4.2516  0.853956  Grid_-116_29  
13550  2.8296  0.951944  Grid_-116_29  
13551  3.0402  1.030288  Grid_-116_29  
13552  2.1769  0.835175  Grid_-116_29  
13553  2.2375  0.844632  Grid_-116_29  
...       ...       ...           ...  
16421  3.3676  0.943902  Grid_-116_29  
16422  2.4965  0.927521  Grid_-116_29  
16423  2.6771  0.838974  Grid_-116_29  
16424  2.5334  0.829436  Grid_-116_29  
19720  3.2523  0.760689  Grid_-116_29  

[102 rows x 9 columns], 'Grid_-116_30':             Date         Time         Year         X        Y  Magnitude  \
544   1961-03-19   5:08:42.00  1961.214383 -115.6070  30.7643       3.39   
667   1961-06-18  11:08:38.00  1961.464339 -115.4830  30.4220       3.78   
6944  1973-09-13  16:53:10.00  1973.703590 -115.4830  30.4220       3.05   
7651  1975-03-25   5:35:13.00  1975.232790 -115.3530  30.7450       3.31   
7652  1975-03-26   5:38:20.00  1975.234962 -115.3741  30.7807       3.31   
...          ...          ...          ...       ...      ...        ...   
28895 2017-05-01   7:58:53.00  2017.332565 -115.4017  30.8090       3.89   
28896 2017-05-05   8:16:03.00  2017.344484 -115.4200  30.8188       3.31   
28897 2017-05-06   8:18:59.00  2017.346527 -115.4385  30.8140       3.32   
29833 2019-03-26   5:37:29.00  2019.234373 -115.6140  30.2500       3.16   
30515 2020-06-14  10:55:29.00  2020.455205 -115.5350  30.2980       3.04   

           Z\r    Energy    grid_label  
544    17.2201  0.813887  Grid_-116_30  
667    13.8077  0.886483  Grid_-116_30  
6944    5.9165  0.743428  Grid_-116_30  
7651   13.9935  0.797965  Grid_-116_30  
7652   13.8305  0.797965  Grid_-116_30  
...        ...       ...           ...  
28895  17.6335  0.905606  Grid_-116_30  
28896  17.6300  0.797965  Grid_-116_30  
28897  13.2712  0.799977  Grid_-116_30  
29833  13.5334  0.767048  Grid_-116_30  
30515   4.0867  0.741238  Grid_-116_30  

[81 rows x 9 columns], 'Grid_-116_31':             Date         Time         Year         X        Y  Magnitude  \
289   1960-07-28  13:49:05.00  1960.575757 -115.0242  31.9023       3.10   
294   1960-07-31  14:00:34.00  1960.583733 -115.6963  31.7452       3.15   
322   1960-09-01  16:05:14.00  1960.670312 -115.7830  31.9230       3.07   
325   1960-09-03  16:12:04.00  1960.675054 -115.0127  31.8315       4.81   
378   1960-10-25  19:36:35.00  1960.817078 -115.6662  31.2697       3.69   
...          ...          ...          ...       ...      ...        ...   
31589 2022-08-27  15:44:08.00  2022.655655 -115.7552  31.4138       3.63   
31620 2022-09-22  17:26:51.00  2022.726985 -115.6670  31.2350       3.56   
31623 2022-09-23  17:32:02.00  2022.730584 -115.8100  31.7630       4.05   
31732 2022-12-15  23:00:18.00  2022.958546 -115.6300  31.2850       3.53   
31743 2022-12-24  23:34:10.00  2022.982071 -115.7750  31.8220       3.05   

           Z\r    Energy    grid_label  
289    18.3444  0.754268  Grid_-116_31  
294    19.0157  0.764935  Grid_-116_31  
322    19.7686  0.747785  Grid_-116_31  
325    19.7268  1.047131  Grid_-116_31  
378    13.5331  0.870418  Grid_-116_31  
...        ...       ...           ...  
31589   3.6240  0.859488  Grid_-116_31  
31620   3.5388  0.846507  Grid_-116_31  
31623   2.8403  0.932478  Grid_-116_31  
31732   5.4385  0.840865  Grid_-116_31  
31743   6.4473  0.743428  Grid_-116_31  

[783 rows x 9 columns], 'Grid_-116_32':             Date         Time         Year         X        Y  Magnitude  \
6     1960-01-02   0:11:24.00  1960.007924 -115.5757  32.9984       3.33   
11    1960-01-03   0:15:00.00  1960.010425 -115.6458  32.9994       3.50   
12    1960-01-04   0:16:00.00  1960.011119 -115.6709  32.9659       4.24   
14    1960-01-04   0:18:36.00  1960.012923 -115.7143  32.9740       3.54   
15    1960-01-04   0:18:47.00  1960.013053 -115.6745  32.9474       3.12   
...          ...          ...          ...       ...      ...        ...   
31744 2022-12-25  23:37:34.00  2022.984428 -115.8350  32.9910       3.89   
31746 2022-12-26  23:43:19.00  2022.988423 -115.0715  32.2152       3.47   
31751 2022-12-29  23:52:49.00  2022.995018 -115.5915  32.9208       3.00   
31752 2022-12-31   0:00:31.00  2023.000361 -115.6329  32.9102       3.13   
31753 2022-12-31   0:02:36.00  2023.001815 -115.6517  32.9682       3.82   

          Z\r    Energy    grid_label  
6      7.9606  0.801982  Grid_-116_32  
11     7.8105  0.835175  Grid_-116_32  
12     7.6460  0.963042  Grid_-116_32  
14     7.4251  0.842751  Grid_-116_32  
15     7.4107  0.758555  Grid_-116_32  
...       ...       ...           ...  
31744  6.9856  0.905606  Grid_-116_32  
31746  7.1755  0.829436  Grid_-116_32  
31751  9.2737  0.732408  Grid_-116_32  
31752  9.3678  0.760689  Grid_-116_32  
31753  9.7890  0.893500  Grid_-116_32  

[2322 rows x 9 columns], 'Grid_-116_33':             Date         Time         Year         X        Y  Magnitude  \
1     1960-01-02   0:08:49.00  1960.006125 -115.6222  33.0793       4.25   
2     1960-01-02   0:10:31.00  1960.007305 -115.6323  33.1220       3.03   
3     1960-01-02   0:10:32.00  1960.007320 -115.5851  33.0745       3.03   
4     1960-01-02   0:11:07.00  1960.007720 -115.6256  33.0290       3.08   
5     1960-01-02   0:11:17.00  1960.007840 -115.6050  33.0276       3.61   
...          ...          ...          ...       ...      ...        ...   
31548 2022-07-27  13:41:22.00  2022.570399 -115.6085  33.1852       3.43   
31580 2022-08-20  15:17:31.00  2022.637175 -115.7817  33.8875       3.09   
31601 2022-09-06  16:25:03.00  2022.684068 -115.5983  33.0713       3.53   
31631 2022-10-01  18:02:51.00  2022.751990 -115.7165  33.2302       3.05   
31729 2022-12-12  22:48:17.00  2022.950205 -115.6348  33.1400       3.65   

          Z\r    Energy    grid_label  
1      7.9322  0.964613  Grid_-116_33  
2      8.4015  0.739042  Grid_-116_33  
3      7.9678  0.739042  Grid_-116_33  
4      7.9737  0.749953  Grid_-116_33  
5      7.9322  0.855805  Grid_-116_33  
...       ...       ...           ...  
31548  9.1023  0.821707  Grid_-116_33  
31580  4.4978  0.752114  Grid_-116_33  
31601  0.0000  0.840865  Grid_-116_33  
31631  1.7416  0.743428  Grid_-116_33  
31729  6.2025  0.863151  Grid_-116_33  

[1182 rows x 9 columns], 'Grid_-116_34':            Date         Time         Year         X        Y  Magnitude  \
2246 1964-07-14  12:53:09.00  1964.536913 -115.7215  34.0222       4.69   
2249 1964-07-16  13:00:08.00  1964.541764 -115.6940  34.0193       3.10   
5711 1971-03-13   4:46:53.00  1971.199229 -115.9892  34.4077       3.07   
5713 1971-03-14   4:48:36.00  1971.200420 -115.9974  34.3334       3.89   
5714 1971-03-14   4:50:42.00  1971.201875 -115.9544  34.2913       3.35   
...         ...          ...          ...       ...      ...        ...   
5783 1971-05-02   8:01:49.00  1971.334595 -115.9044  34.5625       3.29   
5784 1971-05-02   8:04:43.00  1971.336617 -115.9129  34.5423       3.69   
5785 1971-05-04   8:09:36.00  1971.340002 -115.8905  34.5035       3.41   
5786 1971-05-04   8:11:09.00  1971.341083 -115.9222  34.4472       3.46   
5787 1971-05-05   8:13:12.00  1971.342500 -115.9350  34.4580       3.20   

          Z\r    Energy    grid_label  
2246   2.2910  1.030288  Grid_-116_34  
2249   2.0721  0.754268  Grid_-116_34  
5711  11.9760  0.747785  Grid_-116_34  
5713  12.4817  0.905606  Grid_-116_34  
5714  12.2984  0.805974  Grid_-116_34  
...       ...       ...           ...  
5783  18.2371  0.793925  Grid_-116_34  
5784  18.5708  0.870418  Grid_-116_34  
5785  18.2971  0.817808  Grid_-116_34  
5786  17.8136  0.827512  Grid_-116_34  
5787  17.4363  0.775434  Grid_-116_34  

[77 rows x 9 columns], 'Grid_-116_35':             Date         Time         Year         X        Y  Magnitude  \
899   1961-12-26  23:41:15.00  1961.986982 -115.7758  35.8945       3.41   
900   1961-12-26  23:42:36.00  1961.987928 -115.7576  35.8792       3.33   
901   1961-12-26  23:43:04.00  1961.988247 -115.7562  35.9207       3.96   
902   1961-12-27  23:44:51.00  1961.989482 -115.7321  35.9536       3.04   
903   1961-12-27  23:47:20.00  1961.991206 -115.7844  35.9436       3.17   
904   1961-12-28  23:48:37.00  1961.992097 -115.8000  35.9769       3.27   
906   1961-12-30  23:56:50.00  1961.997801 -115.6992  35.9563       3.02   
907   1961-12-31   0:01:09.00  1962.000806 -115.6683  35.9045       3.16   
908   1962-01-01   0:04:27.00  1962.003098 -115.7223  35.9241       3.52   
909   1962-01-02   0:09:29.00  1962.006590 -115.6798  35.9482       3.40   
910   1962-01-02   0:11:24.00  1962.007926 -115.6858  35.9926       3.59   
911   1962-01-04   0:17:38.00  1962.012256 -115.6760  35.9535       3.33   
13276 1986-09-27  17:47:03.00  1986.741013 -115.7758  35.8945       3.00   
19429 1998-10-31  20:02:47.00  1998.835268 -115.7758  35.8945       3.02   

           Z\r    Energy    grid_label  
899    19.4366  0.817808  Grid_-116_35  
900    18.8639  0.801982  Grid_-116_35  
901    18.8767  0.917496  Grid_-116_35  
902    18.8550  0.741238  Grid_-116_35  
903    18.6092  0.769154  Grid_-116_35  
904    18.2682  0.789860  Grid_-116_35  
906    18.4236  0.736838  Grid_-116_35  
907    19.0501  0.767048  Grid_-116_35  
908    19.2825  0.838974  Grid_-116_35  
909    18.5530  0.815850  Grid_-116_35  
910    17.4549  0.852101  Grid_-116_35  
911    17.8512  0.801982  Grid_-116_35  
13276   8.5534  0.732408  Grid_-116_35  
19429   2.9931  0.736838  Grid_-116_35  , 'Grid_-116_36':             Date         Time         Year         X        Y  Magnitude  \
905   1961-12-28  23:51:32.00  1961.994122 -115.7447  36.0152       3.24   
1379  1962-12-09  22:36:21.00  1962.941918 -115.8770  36.8200       3.05   
5793  1971-05-09   8:30:04.00  1971.354218 -115.9400  36.8410       4.94   
6334  1972-06-06  10:22:23.00  1972.432211 -115.7258  36.9487       3.22   
6591  1972-12-02  22:07:45.00  1972.922057 -115.8820  36.8050       3.27   
6732  1973-03-28   5:45:17.00  1973.239788 -115.8820  36.8050       3.62   
7319  1974-06-25  11:34:28.00  1974.482278 -115.8700  36.8180       3.24   
7408  1974-09-11  16:45:04.00  1974.697967 -115.8810  36.8170       4.26   
7412  1974-09-14  16:56:04.00  1974.705609 -115.8810  36.8170       3.16   
7529  1974-12-17  23:05:09.00  1974.961913 -115.7258  36.9487       3.00   
7605  1975-02-19   3:17:46.00  1975.137347 -115.9400  36.8410       3.20   
9543  1978-11-20  21:20:23.00  1978.889167 -115.7258  36.9487       3.22   
9657  1979-02-18   3:14:05.00  1979.134785 -115.9890  36.8160       3.18   
9663  1979-02-25   3:42:37.00  1979.154605 -115.9743  36.7711       3.79   
9664  1979-02-25   3:44:24.00  1979.155835 -115.9876  36.7827       3.00   
11595 1983-01-01   0:06:41.00  1983.004648 -115.9092  36.7304       3.23   
12467 1984-12-22  23:28:00.00  1984.977780 -115.8810  36.8170       4.34   
13505 1987-04-11   6:38:52.00  1987.276999 -115.8820  36.8050       3.73   
13535 1987-05-03   8:07:31.00  1987.338563 -115.8820  36.8050       4.02   
13739 1987-09-08  16:32:24.00  1987.689171 -115.9092  36.7304       3.21   
14476 1989-04-06   6:22:00.00  1989.265283 -115.9590  36.8170       3.11   
14853 1989-12-24  23:36:07.00  1989.983424 -115.9400  36.8410       3.49   
15174 1990-08-25  15:37:21.00  1990.650944 -115.8770  36.8200       3.09   
15498 1991-03-16   4:59:36.00  1991.208059 -115.8820  36.8050       3.50   
16099 1992-07-02  12:05:16.00  1992.503667 -115.8770  36.8200       3.24   
16697 1993-09-01  16:05:02.00  1993.670170 -115.8820  36.8050       3.12   
16914 1994-02-07   2:30:21.00  1994.104418 -115.0009  36.9522       4.05   
17093 1994-06-12  10:43:44.00  1994.447038 -115.8700  36.8180       3.37   
17250 1994-09-19  17:13:48.00  1994.717927 -115.9864  36.9475       4.80   
17760 1995-09-11  16:45:23.00  1995.698191 -115.9590  36.8170       3.95   
19520 1998-12-20  23:20:24.00  1998.972505 -115.8700  36.8180       3.53   
19724 1999-06-05  10:15:52.00  1999.427688 -115.9400  36.8410       3.44   
19791 1999-08-06  14:21:01.00  1999.597937 -115.9400  36.8410       3.04   
19819 1999-08-26  15:39:39.00  1999.652538 -115.8770  36.8200       3.01   
20733 2001-06-28  11:49:41.00  2001.492837 -115.8700  36.8180       3.16   
20763 2001-07-22  13:22:15.00  2001.557125 -115.9400  36.8410       3.80   
20803 2001-08-24  15:34:47.00  2001.649165 -115.9092  36.7304       3.37   
22477 2004-10-25  19:38:43.00  2004.818565 -115.9590  36.8170       4.04   
22661 2005-03-22   5:21:00.00  2005.222923 -115.9400  36.8410       3.44   
23085 2006-01-31   2:02:18.00  2006.084940 -115.7258  36.9487       3.86   
23190 2006-04-27   7:44:27.00  2006.322542 -115.8820  36.8050       3.23   
23233 2006-05-29   9:50:05.00  2006.409789 -115.8770  36.8200       3.84   
23607 2007-02-24   3:37:04.00  2007.150746 -115.9590  36.8170       3.05   
23642 2007-03-20   5:14:35.00  2007.218468 -115.8810  36.8170       3.44   
24251 2008-05-04   8:14:40.00  2008.343525 -115.7258  36.9487       3.07   
24509 2008-10-28  19:51:01.00  2008.827097 -115.9092  36.7304       3.04   
24640 2009-02-04   2:19:09.00  2009.096641 -115.7258  36.9487       3.03   
24641 2009-02-04   2:21:35.00  2009.098330 -115.6928  36.9083       4.21   
24642 2009-02-05   2:22:53.00  2009.099229 -115.7440  36.8699       3.49   
26117 2012-04-18   7:10:18.00  2012.298829 -115.8770  36.8200       3.43   
29366 2018-04-01   6:00:46.00  2018.250533 -115.9092  36.7304       3.16   
30689 2020-11-07  20:28:59.00  2020.853470 -115.7258  36.9487       3.68   
31616 2022-09-19  17:16:17.00  2022.719646 -115.9890  36.8160       3.99   

           Z\r    Energy    grid_label  
905    18.5728  0.783716  Grid_-116_36  
1379   20.0000  0.743428  Grid_-116_36  
5793   17.2757  1.064910  Grid_-116_36  
6334   14.7975  0.779588  Grid_-116_36  
6591    9.9078  0.789860  Grid_-116_36  
6732   16.0454  0.857649  Grid_-116_36  
7319   13.2781  0.783716  Grid_-116_36  
7408   20.0000  0.966179  Grid_-116_36  
7412   20.0000  0.767048  Grid_-116_36  
7529   14.9402  0.732408  Grid_-116_36  
7605   17.2520  0.775434  Grid_-116_36  
9543   16.5431  0.779588  Grid_-116_36  
9657   18.4279  0.771254  Grid_-116_36  
9663   15.1186  0.888244  Grid_-116_36  
9664   14.7839  0.732408  Grid_-116_36  
11595   5.2719  0.781655  Grid_-116_36  
12467   4.7202  0.978583  Grid_-116_36  
13505   7.7270  0.877605  Grid_-116_36  
13535   2.6703  0.927521  Grid_-116_36  
13739   5.3695  0.777514  Grid_-116_36  
14476  19.7460  0.756415  Grid_-116_36  
14853  11.9770  0.833268  Grid_-116_36  
15174  18.6053  0.752114  Grid_-116_36  
15498  16.5279  0.835175  Grid_-116_36  
16099  13.4072  0.783716  Grid_-116_36  
16697  20.0000  0.758555  Grid_-116_36  
16914   7.9518  0.932478  Grid_-116_36  
17093  10.7069  0.809942  Grid_-116_36  
17250  16.0845  1.045744  Grid_-116_36  
17760  14.6869  0.915810  Grid_-116_36  
19520   3.3126  0.840865  Grid_-116_36  
19724   2.2522  0.823648  Grid_-116_36  
19791   7.1537  0.741238  Grid_-116_36  
19819   3.0439  0.734627  Grid_-116_36  
20733  18.9494  0.767048  Grid_-116_36  
20763  19.0154  0.890001  Grid_-116_36  
20803  17.4612  0.809942  Grid_-116_36  
22477   4.9671  0.930830  Grid_-116_36  
22661   9.2179  0.823648  Grid_-116_36  
23085  15.3930  0.900445  Grid_-116_36  
23190   0.0765  0.781655  Grid_-116_36  
23233   4.4539  0.896982  Grid_-116_36  
23607  19.6343  0.743428  Grid_-116_36  
23642  19.1418  0.823648  Grid_-116_36  
24251  14.7887  0.747785  Grid_-116_36  
24509   9.7800  0.741238  Grid_-116_36  
24640   1.3751  0.739042  Grid_-116_36  
24641   1.4204  0.958308  Grid_-116_36  
24642   0.6519  0.833268  Grid_-116_36  
26117  13.6423  0.821707  Grid_-116_36  
29366   8.1706  0.767048  Grid_-116_36  
30689  14.9350  0.868609  Grid_-116_36  
31616   0.7717  0.922527  Grid_-116_36  , 'Grid_-116_37':             Date         Time         Year         X        Y  Magnitude  \
548   1961-03-21   5:17:41.00  1961.220621 -115.0120  37.0400       3.09   
1371  1962-12-06  22:23:05.00  1962.932703 -115.0800  37.2710       3.02   
1400  1962-12-26  23:42:22.00  1962.987764 -115.9730  37.8250       3.41   
1819  1963-11-04  20:15:13.00  1963.843911 -115.8172  37.7902       3.78   
2007  1964-04-02   6:08:29.00  1964.255895 -115.1570  37.2780       3.12   
...          ...          ...          ...       ...      ...        ...   
29746 2019-01-19   1:17:49.00  2019.054041 -115.2920  37.6590       3.29   
29764 2019-01-28   1:51:38.00  2019.077527 -115.1570  37.2780       4.02   
30750 2020-12-26  23:40:24.00  2020.986399 -115.2880  37.6150       3.18   
31542 2022-07-22  13:23:57.00  2022.558307 -115.9730  37.8250       3.94   
31748 2022-12-28  23:48:58.00  2022.992340 -115.9370  37.1600       3.63   

           Z\r    Energy    grid_label  
548    17.2740  0.752114  Grid_-116_37  
1371   19.5564  0.736838  Grid_-116_37  
1400   18.3445  0.817808  Grid_-116_37  
1819   10.7715  0.886483  Grid_-116_37  
2007    3.6288  0.758555  Grid_-116_37  
...        ...       ...           ...  
29746  15.0327  0.793925  Grid_-116_37  
29764  14.8124  0.927521  Grid_-116_37  
30750  15.5965  0.771254  Grid_-116_37  
31542   8.9200  0.914120  Grid_-116_37  
31748   7.7526  0.859488  Grid_-116_37  

[109 rows x 9 columns], 'Grid_-116_38':             Date         Time         Year         X        Y  Magnitude  \
7628  1975-03-09   4:28:24.00  1975.186400 -115.6390  38.6760       3.00   
9352  1978-06-23  11:27:09.00  1978.477193 -115.4114  38.6873       3.77   
12008 1983-11-15  20:59:04.00  1983.874355 -115.9815  38.8458       3.32   
15135 1990-07-24  13:31:22.00  1990.563453 -115.6390  38.6760       3.42   
21249 2002-07-09  12:32:46.00  2002.522758 -115.4114  38.6873       6.80   
24412 2008-09-03  16:14:20.00  2008.676631 -115.9798  38.8670       3.97   
25761 2011-07-13  12:45:34.00  2011.531647 -115.0492  38.0000       3.32   
25768 2011-07-15  12:54:28.00  2011.537834 -115.1460  38.0110       3.51   
25769 2011-07-16  12:57:28.00  2011.539914 -115.1423  38.0436       3.78   
30702 2020-11-18  21:12:41.00  2020.883812 -115.0492  38.0000       3.04   

           Z\r    Energy    grid_label  
7628   16.7834  0.732408  Grid_-116_38  
9352   12.5780  0.884717  Grid_-116_38  
12008   6.5501  0.799977  Grid_-116_38  
15135  18.2215  0.819760  Grid_-116_38  
21249   1.2709  1.277948  Grid_-116_38  
24412  11.1819  0.919177  Grid_-116_38  
25761   3.7480  0.799977  Grid_-116_38  
25768   3.1639  0.837077  Grid_-116_38  
25769   3.3785  0.886483  Grid_-116_38  
30702  13.2255  0.741238  Grid_-116_38  , 'Grid_-117_29':             Date         Time         Year         X        Y  Magnitude  \
1367  1962-12-02  22:08:13.00  1962.922376 -116.1180  29.4490       3.44   
7435  1974-09-28  17:52:59.00  1974.745130 -116.1288  29.9077       3.15   
7663  1975-04-04   6:14:13.00  1975.259882 -116.1180  29.4490       3.04   
8084  1975-12-31   0:00:45.00  1976.000522 -116.1288  29.9077       5.08   
8224  1976-03-29   5:50:51.00  1976.243650 -116.1180  29.4490       3.09   
12394 1984-10-20  19:18:08.00  1984.804263 -116.1288  29.9077       3.25   
19662 1999-04-07   6:24:17.00  1999.266872 -116.1288  29.9077       3.42   
24994 2009-11-03  20:14:56.00  2009.843710 -116.5540  29.5190       3.33   

           Z\r    Energy    grid_label  
1367   18.3295  0.823648  Grid_-117_29  
7435   19.2249  0.764935  Grid_-117_29  
7663   15.4801  0.741238  Grid_-117_29  
8084   13.8229  1.083541  Grid_-117_29  
8224    1.7094  0.752114  Grid_-117_29  
12394   2.0346  0.785770  Grid_-117_29  
19662   0.0000  0.819760  Grid_-117_29  
24994   5.7443  0.801982  Grid_-117_29  , 'Grid_-117_30':             Date         Time         Year         X        Y  Magnitude  \
285   1960-07-27  13:44:00.00  1960.572232 -116.2956  30.0427       3.26   
456   1961-01-01   0:07:31.00  1961.005230 -116.5547  30.4932       4.00   
778   1961-09-26  17:42:12.00  1961.737640 -116.4862  30.9238       3.11   
1963  1964-02-29   3:56:36.00  1964.164310 -116.2956  30.0427       4.95   
5870  1971-07-03  12:08:18.00  1971.505769 -116.8900  30.8700       3.22   
6211  1972-03-23   5:28:08.00  1972.227879 -116.5547  30.4932       3.22   
6217  1972-03-31   6:01:20.00  1972.250937 -116.4784  30.9783       4.37   
6560  1972-10-31  20:01:51.00  1972.834619 -116.4095  30.7774       3.34   
6933  1973-09-03  16:10:51.00  1973.674204 -116.4095  30.7774       3.52   
7208  1974-04-02   6:04:19.00  1974.253006 -116.5547  30.4932       3.05   
8723  1977-03-15   4:55:30.00  1977.205212 -116.8900  30.8700       3.08   
9532  1978-11-11  20:45:06.00  1978.864663 -117.0000  30.5000       3.39   
11777 1983-05-19   9:08:55.00  1983.381201 -116.4784  30.9783       3.11   
12344 1984-09-04  16:18:32.00  1984.679538 -116.4095  30.7774       3.47   
12387 1984-10-15  18:58:52.00  1984.790882 -116.4095  30.7774       3.61   
12522 1985-01-28   1:54:08.00  1985.079266 -116.3895  30.8464       4.66   
12704 1985-06-19  11:10:42.00  1985.465769 -116.4784  30.9783       3.07   
14918 1990-02-09   2:40:03.00  1990.111152 -116.3820  30.3660       3.38   
15031 1990-05-10   8:33:24.00  1990.356534 -117.0000  30.5000       3.04   
15052 1990-05-24   9:29:38.00  1990.395587 -116.8900  30.8700       3.00   
15605 1991-06-12  10:44:28.00  1991.447556 -116.3895  30.8464       3.68   
16720 1993-09-22  17:26:06.00  1993.726466 -116.4784  30.9783       3.32   
17828 1995-10-27  19:47:08.00  1995.824404 -116.4862  30.9238       3.08   
17887 1995-12-12  22:46:23.00  1995.948888 -116.4784  30.9783       3.17   
18795 1997-08-16  14:59:48.00  1997.624873 -116.5547  30.4932       3.73   
18803 1997-08-21  15:22:55.00  1997.640925 -116.5547  30.4932       4.17   
19933 1999-12-04  22:14:59.00  1999.927074 -116.3907  30.7936       3.00   
21133 2002-04-21   7:19:09.00  2002.304971 -116.3895  30.8464       3.43   
22473 2004-10-21  19:24:05.00  2004.808400 -116.4784  30.9783       3.09   
22986 2005-11-27  21:47:22.00  2005.907902 -116.4784  30.9783       3.14   
23242 2006-06-07  10:26:38.00  2006.435169 -116.8900  30.8700       3.38   
23801 2007-06-17  11:04:22.00  2007.461371 -116.3895  30.8464       3.64   
24313 2008-06-22  11:25:08.00  2008.475796 -116.3907  30.7936       3.13   
24917 2009-09-08  16:30:45.00  2009.688031 -117.0000  30.5000       3.55   
25086 2010-01-02   0:10:08.00  2010.007042 -117.0000  30.5000       3.51   
25593 2011-02-27   3:49:27.00  2011.159351 -116.4862  30.9238       3.12   
25594 2011-02-28   3:55:44.00  2011.163709 -116.4340  30.9513       3.20   
25595 2011-03-01   3:59:38.00  2011.166421 -116.4080  30.9627       3.43   
25596 2011-03-03   4:05:41.00  2011.170616 -116.3494  30.9972       3.78   
25624 2011-03-28   5:44:04.00  2011.238938 -116.4095  30.7774       3.14   
25885 2011-10-14  18:52:30.00  2011.786467 -116.5547  30.4932       3.01   
25892 2011-10-20  19:16:37.00  2011.803207 -116.3907  30.7936       3.71   
25893 2011-10-20  19:16:46.00  2011.803317 -116.4124  30.8140       4.44   
25894 2011-10-20  19:16:55.00  2011.803423 -116.4452  30.8400       3.20   
25895 2011-10-20  19:18:17.00  2011.804372 -116.4623  30.8589       3.40   
25896 2011-10-21  19:20:19.00  2011.805780 -116.5117  30.8701       3.40   
26104 2012-04-08   6:32:03.00  2012.272267 -116.2956  30.0427       3.03   
26105 2012-04-08   6:32:25.00  2012.272523 -116.2563  30.0918       3.22   
26106 2012-04-08   6:33:09.00  2012.273026 -116.2107  30.0873       3.95   
26107 2012-04-09   6:36:33.00  2012.275388 -116.2521  30.0958       4.02   
26315 2012-09-04  16:17:42.00  2012.678959 -116.8900  30.8700       3.59   
26394 2012-11-07  20:29:05.00  2012.853540 -116.3907  30.7936       3.67   
29476 2018-06-23  11:29:17.00  2018.478670 -117.0000  30.5000       3.37   
29733 2019-01-09   0:36:09.00  2019.025114 -117.0000  30.5000       3.09   
30562 2020-07-20  13:18:22.00  2020.554426 -116.4784  30.9783       3.42   

           Z\r    Energy    grid_label  
285    18.7331  0.787818  Grid_-117_30  
456    19.2964  0.924196  Grid_-117_30  
778    10.4778  0.756415  Grid_-117_30  
1963    5.1971  1.066258  Grid_-117_30  
5870   17.0366  0.779588  Grid_-117_30  
6211   19.9986  0.779588  Grid_-117_30  
6217   20.0000  0.983175  Grid_-117_30  
6560    8.4161  0.803981  Grid_-117_30  
6933    3.7792  0.838974  Grid_-117_30  
7208   17.9083  0.743428  Grid_-117_30  
8723    4.1722  0.749953  Grid_-117_30  
9532   18.3781  0.813887  Grid_-117_30  
11777   3.2239  0.756415  Grid_-117_30  
12344   0.4642  0.829436  Grid_-117_30  
12387   1.0518  0.855805  Grid_-117_30  
12522   7.5227  1.026010  Grid_-117_30  
12704  20.0000  0.747785  Grid_-117_30  
14918  17.7174  0.811917  Grid_-117_30  
15031  17.5098  0.741238  Grid_-117_30  
15052  13.6147  0.732408  Grid_-117_30  
15605   2.4906  0.868609  Grid_-117_30  
16720  16.4166  0.799977  Grid_-117_30  
17828  18.4085  0.749953  Grid_-117_30  
17887   8.9812  0.769154  Grid_-117_30  
18795  12.4151  0.877605  Grid_-117_30  
18803  12.6828  0.951944  Grid_-117_30  
19933  12.2773  0.732408  Grid_-117_30  
21133   6.4564  0.821707  Grid_-117_30  
22473   2.1838  0.752114  Grid_-117_30  
22986  15.1348  0.762815  Grid_-117_30  
23242   4.6480  0.811917  Grid_-117_30  
23801  15.6744  0.861322  Grid_-117_30  
24313  13.7709  0.760689  Grid_-117_30  
24917   5.1623  0.844632  Grid_-117_30  
25086   9.2393  0.837077  Grid_-117_30  
25593   2.2821  0.758555  Grid_-117_30  
25594   0.9063  0.775434  Grid_-117_30  
25595   1.2596  0.821707  Grid_-117_30  
25596   0.6379  0.886483  Grid_-117_30  
25624   2.6489  0.762815  Grid_-117_30  
25885   0.0000  0.734627  Grid_-117_30  
25892   2.1658  0.874021  Grid_-117_30  
25893   2.6825  0.993770  Grid_-117_30  
25894   2.7212  0.775434  Grid_-117_30  
25895   2.7523  0.815850  Grid_-117_30  
25896   2.3451  0.815850  Grid_-117_30  
26104  16.1476  0.739042  Grid_-117_30  
26105  17.1933  0.779588  Grid_-117_30  
26106  17.2259  0.915810  Grid_-117_30  
26107  17.3936  0.927521  Grid_-117_30  
26315   0.9350  0.852101  Grid_-117_30  
26394  10.2203  0.866794  Grid_-117_30  
29476  12.1458  0.809942  Grid_-117_30  
29733  12.3593  0.752114  Grid_-117_30  
30562   2.6105  0.819760  Grid_-117_30  , 'Grid_-117_31':             Date         Time         Year         X        Y  Magnitude  \
534   1961-03-07   4:22:11.00  1961.182075 -116.4390  31.6387       3.07   
622   1961-05-15   8:54:27.00  1961.371148 -116.2500  31.6500       3.65   
656   1961-06-08  10:28:38.00  1961.436554 -116.7617  31.9075       3.25   
664   1961-06-14  10:54:47.00  1961.454719 -116.2078  31.6503       3.04   
762   1961-09-13  16:50:54.00  1961.702021 -116.0158  31.8105       3.54   
...          ...          ...          ...       ...      ...        ...   
30711 2020-11-25  21:39:40.00  2020.902547 -116.3625  31.8383       4.19   
30744 2020-12-17  23:05:03.00  2020.961847 -116.1633  31.7437       3.43   
30794 2021-02-06   2:26:57.00  2021.102059 -116.1777  31.8407       3.58   
31590 2022-08-27  15:45:38.00  2022.656691 -116.2230  31.9385       3.23   
31611 2022-09-13  16:52:41.00  2022.703261 -116.0158  31.8105       3.00   

           Z\r    Energy    grid_label  
534    20.0000  0.747785  Grid_-117_31  
622    11.4836  0.863151  Grid_-117_31  
656    14.5918  0.785770  Grid_-117_31  
664    14.4904  0.741238  Grid_-117_31  
762    10.9981  0.842751  Grid_-117_31  
...        ...       ...           ...  
30711  12.2923  0.955134  Grid_-117_31  
30744  18.7721  0.821707  Grid_-117_31  
30794  13.7472  0.850242  Grid_-117_31  
31590   3.7544  0.781655  Grid_-117_31  
31611   1.5970  0.732408  Grid_-117_31  

[365 rows x 9 columns], 'Grid_-117_32':             Date         Time         Year         X        Y  Magnitude  \
581   1961-04-18   7:09:21.00  1961.298164 -116.8375  32.0152       3.29   
684   1961-07-09  12:30:45.00  1961.521360 -116.2388  32.9967       3.01   
730   1961-08-14  14:51:57.00  1961.619410 -116.1610  32.5910       3.29   
739   1961-08-20  15:18:05.00  1961.637563 -116.2248  32.0493       3.11   
764   1961-09-15  17:00:40.00  1961.708799 -116.8897  32.2507       3.38   
...          ...          ...          ...       ...      ...        ...   
29768 2019-01-31   2:06:11.00  2019.087639 -116.1105  32.6753       3.59   
29885 2019-04-27   7:44:18.00  2019.322432 -116.1105  32.6753       3.00   
29903 2019-05-07   8:24:45.00  2019.350530 -116.0528  32.6952       3.12   
30480 2020-05-22   9:24:10.00  2020.391786 -116.2772  32.1773       3.31   
30791 2021-02-02   2:13:04.00  2021.092409 -116.2650  32.8610       3.50   

           Z\r    Energy    grid_label  
581    18.1097  0.793925  Grid_-117_32  
684    12.2793  0.734627  Grid_-117_32  
730    15.6304  0.793925  Grid_-117_32  
739    15.0882  0.756415  Grid_-117_32  
764    12.5212  0.811917  Grid_-117_32  
...        ...       ...           ...  
29768  13.6576  0.852101  Grid_-117_32  
29885  19.5409  0.732408  Grid_-117_32  
29903  15.7246  0.758555  Grid_-117_32  
30480   9.0892  0.797965  Grid_-117_32  
30791  16.8752  0.835175  Grid_-117_32  

[291 rows x 9 columns], 'Grid_-117_33':             Date         Time         Year         X        Y  Magnitude  \
240   1960-06-28  11:51:04.00  1960.493799 -116.3060  33.9370       3.56   
313   1960-08-22  15:26:58.00  1960.643729 -116.2880  33.9050       3.30   
318   1960-08-27  15:46:19.00  1960.657171 -116.6470  33.9930       3.46   
329   1960-09-04  16:19:38.00  1960.680306 -116.9904  33.9151       3.26   
335   1960-09-11  16:45:08.00  1960.698016 -116.0710  33.1360       3.07   
...          ...          ...          ...       ...      ...        ...   
31630 2022-10-01  18:01:51.00  2022.751295 -116.5790  33.9770       3.92   
31719 2022-12-04  22:17:08.00  2022.928567 -116.2118  33.8718       3.42   
31726 2022-12-09  22:35:08.00  2022.941072 -116.1480  33.2113       3.45   
31737 2022-12-18  23:11:17.00  2022.966180 -116.3170  33.9560       3.86   
31739 2022-12-19  23:15:32.00  2022.969126 -116.3953  33.9527       3.04   

           Z\r    Energy    grid_label  
240    17.6577  0.846507  Grid_-117_33  
313    20.0000  0.795948  Grid_-117_33  
318    20.0000  0.827512  Grid_-117_33  
329    18.7767  0.787818  Grid_-117_33  
335    19.8373  0.747785  Grid_-117_33  
...        ...       ...           ...  
31630   1.7685  0.910728  Grid_-117_33  
31719   2.0989  0.819760  Grid_-117_33  
31726   4.8860  0.825583  Grid_-117_33  
31737   5.2595  0.900445  Grid_-117_33  
31739   4.7858  0.741238  Grid_-117_33  

[2363 rows x 9 columns], 'Grid_-117_34':             Date         Time         Year         X        Y  Magnitude  \
244   1960-07-01  12:00:31.00  1960.500362 -116.9418  34.2875       3.59   
247   1960-07-01  12:02:15.00  1960.501564 -116.2428  34.6943       3.15   
251   1960-07-05  12:17:59.00  1960.512495 -116.3410  34.8130       3.12   
256   1960-07-11  12:41:13.00  1960.528626 -116.3720  34.8030       3.19   
282   1960-07-25  13:37:26.00  1960.567672 -116.3002  34.6270       3.43   
...          ...          ...          ...       ...      ...        ...   
31706 2022-11-25  21:41:29.00  2022.903817 -116.8580  34.3242       3.21   
31720 2022-12-05  22:20:42.00  2022.931052 -116.6360  34.6010       3.10   
31730 2022-12-14  22:52:58.00  2022.953458 -116.4727  34.0605       3.00   
31747 2022-12-27  23:44:58.00  2022.989564 -116.6150  34.0160       3.37   
31750 2022-12-29  23:52:28.00  2022.994776 -116.1332  34.3592       5.09   

           Z\r    Energy    grid_label  
244    20.0000  0.852101  Grid_-117_34  
247    19.5990  0.764935  Grid_-117_34  
251    20.0000  0.758555  Grid_-117_34  
256    19.3136  0.773347  Grid_-117_34  
282    17.4888  0.821707  Grid_-117_34  
...        ...       ...           ...  
31706   0.7679  0.777514  Grid_-117_34  
31720   3.4776  0.754268  Grid_-117_34  
31730   5.3898  0.732408  Grid_-117_34  
31747   7.2534  0.809942  Grid_-117_34  
31750   9.1671  1.084852  Grid_-117_34  

[3153 rows x 9 columns], 'Grid_-117_35':             Date         Time         Year         X        Y  Magnitude  \
357   1960-10-06  18:21:54.00  1960.765214 -116.9697  35.0975       4.13   
436   1960-12-15  22:57:54.00  1960.956877 -116.8000  35.3620       3.58   
1022  1962-03-28   5:44:26.00  1962.239193 -116.9848  35.4144       3.08   
1028  1962-04-05   6:18:13.00  1962.262662 -116.9891  35.2663       3.80   
1256  1962-09-16  17:02:39.00  1962.710175 -116.9223  35.9043       3.00   
...          ...          ...          ...       ...      ...        ...   
26950 2013-12-03  22:12:48.00  2013.925558 -116.9697  35.0975       4.03   
30008 2019-07-06  12:20:35.00  2019.514297 -116.9730  35.0260       3.25   
30493 2020-06-01  10:02:43.00  2020.418556 -116.9680  35.0250       3.34   
30591 2020-08-15  14:59:09.00  2020.624418 -116.9223  35.9043       3.44   
31715 2022-12-01  22:04:32.00  2022.919817 -116.9697  35.0975       3.02   

           Z\r    Energy    grid_label  
357    13.7025  0.945518  Grid_-117_35  
436    17.8043  0.850242  Grid_-117_35  
1022   15.2530  0.749953  Grid_-117_35  
1028   12.0802  0.890001  Grid_-117_35  
1256   17.5960  0.732408  Grid_-117_35  
...        ...       ...           ...  
26950   0.0000  0.929178  Grid_-117_35  
30008  13.8451  0.785770  Grid_-117_35  
30493   7.7519  0.803981  Grid_-117_35  
30591   5.8334  0.823648  Grid_-117_35  
31715   1.2991  0.736838  Grid_-117_35  

[521 rows x 9 columns], 'Grid_-117_36':             Date         Time         Year        X       Y  Magnitude  \
803   1961-10-14  18:53:28.00  1961.787137 -116.148  36.648       3.06   
867   1961-11-25  21:40:54.00  1961.903409 -116.005  36.983       3.13   
885   1961-12-11  22:43:59.00  1961.947222 -116.238  36.686       3.45   
1957  1964-02-24   3:38:38.00  1964.151839 -116.328  36.604       3.16   
6134  1972-01-26   1:42:18.00  1972.071047 -116.283  36.689       4.63   
...          ...          ...          ...      ...     ...        ...   
26991 2013-12-31   0:02:58.00  2014.002061 -116.283  36.689       3.49   
27546 2015-01-26   1:46:12.00  2015.073754 -116.249  36.864       3.41   
29888 2019-04-30   7:56:35.00  2019.330963 -116.293  36.705       3.54   
30485 2020-05-26   9:40:14.00  2020.402949 -116.249  36.864       3.82   
30538 2020-06-30  11:59:23.00  2020.499573 -116.283  36.689       3.62   

           Z\r    Energy    grid_label  
803    15.9989  0.745610  Grid_-117_36  
867    17.0221  0.760689  Grid_-117_36  
885    17.5389  0.825583  Grid_-117_36  
1957    7.5117  0.767048  Grid_-117_36  
6134   18.1910  1.021705  Grid_-117_36  
...        ...       ...           ...  
26991   5.8061  0.833268  Grid_-117_36  
27546   6.3988  0.817808  Grid_-117_36  
29888  19.9029  0.842751  Grid_-117_36  
30485   5.8360  0.893500  Grid_-117_36  
30538   3.6125  0.857649  Grid_-117_36  

[82 rows x 9 columns], 'Grid_-117_37':             Date         Time         Year         X        Y  Magnitude  \
431   1960-12-11  22:41:46.00  1960.945673 -116.3660  37.2940       3.15   
433   1960-12-13  22:49:46.00  1960.951231 -116.0550  37.1130       3.13   
434   1960-12-13  22:50:50.00  1960.951975 -116.1630  37.2350       3.19   
555   1961-03-28   5:46:30.00  1961.240631 -116.0495  37.7908       4.08   
740   1961-08-21  15:21:19.00  1961.639807 -116.3580  37.3060       3.45   
...          ...          ...          ...       ...      ...        ...   
30068 2019-08-18  15:08:34.00  2019.630960 -116.4600  37.3010       3.15   
30170 2019-10-25  19:39:31.00  2019.819111 -116.1297  37.4823       3.37   
30582 2020-08-07  14:28:14.00  2020.602949 -116.0320  37.0950       3.23   
30746 2020-12-24  23:34:24.00  2020.982222 -116.1660  37.2360       3.27   
31555 2022-08-01  14:02:37.00  2022.585155 -116.4150  37.1070       3.26   

           Z\r    Energy    grid_label  
431    18.2192  0.764935  Grid_-117_37  
433    18.7765  0.760689  Grid_-117_37  
434    18.5785  0.773347  Grid_-117_37  
555    17.9153  0.937398  Grid_-117_37  
740    14.6063  0.825583  Grid_-117_37  
...        ...       ...           ...  
30068  14.0682  0.764935  Grid_-117_37  
30170  14.5353  0.809942  Grid_-117_37  
30582   8.3018  0.781655  Grid_-117_37  
30746  16.1992  0.789860  Grid_-117_37  
31555   8.5838  0.787818  Grid_-117_37  

[231 rows x 9 columns], 'Grid_-117_38':             Date         Time         Year         X        Y  Magnitude  \
1207  1962-08-18  15:07:43.00  1962.630359 -116.0800  38.4440       4.40   
1528  1963-03-25   5:35:06.00  1963.232719 -116.0800  38.4440       3.61   
6587  1972-11-27  21:49:35.00  1972.909443 -116.0800  38.4440       3.94   
6995  1973-10-27  19:43:38.00  1973.821976 -116.4300  38.9100       3.39   
8329  1976-06-16  11:04:45.00  1976.461636 -116.4300  38.9100       3.30   
8800  1977-05-21   9:16:47.00  1977.386657 -116.7295  38.1672       3.33   
11707 1983-03-31   5:56:38.00  1983.247666 -116.0800  38.4440       3.97   
11791 1983-05-28   9:47:32.00  1983.408012 -116.7295  38.1672       3.73   
11797 1983-06-03  10:10:59.00  1983.424303 -116.7295  38.1672       3.32   
12007 1983-11-15  20:58:35.00  1983.874027 -116.0170  38.8670       4.28   
12342 1984-09-02  16:09:33.00  1984.673301 -116.0800  38.4440       3.32   
12437 1984-11-26  21:46:00.00  1984.906953 -116.4300  38.9100       4.04   
12508 1985-01-19   1:14:59.00  1985.052077 -116.4300  38.9100       3.67   
15497 1991-03-15   4:54:20.00  1991.204409 -116.0800  38.4440       3.56   
19005 1998-02-05   2:22:31.00  1998.098976 -116.7295  38.1672       3.16   
20404 2000-11-03  20:13:58.00  2000.843038 -116.6339  38.3960       3.74   
20644 2001-05-04   8:11:09.00  2001.341081 -116.1920  38.4930       3.14   
20659 2001-05-14   8:49:22.00  2001.367619 -116.4300  38.9100       3.02   
21076 2002-03-03   4:06:30.00  2002.171182 -116.0170  38.8670       3.11   
23092 2006-02-05   2:25:41.00  2006.101170 -116.7295  38.1672       3.62   
23813 2007-06-23  11:29:51.00  2007.479066 -116.0170  38.8670       3.68   
24170 2008-02-23   3:34:53.00  2008.149234 -116.4300  38.9100       3.71   
24211 2008-03-30   5:54:57.00  2008.246501 -116.0800  38.4440       3.75   
24403 2008-08-28  15:50:43.00  2008.660230 -116.0170  38.8670       3.38   
24404 2008-08-29  15:52:39.00  2008.661571 -116.0754  38.9238       3.26   
24405 2008-08-29  15:52:42.00  2008.661609 -116.0331  38.8809       3.24   
24406 2008-08-29  15:54:49.00  2008.663072 -116.0925  38.8320       3.67   
24407 2008-08-30  15:56:40.00  2008.664352 -116.0471  38.7969       3.53   
24408 2008-08-31  16:00:30.00  2008.667025 -116.0944  38.8171       3.45   
24409 2008-09-01  16:05:06.00  2008.670211 -116.0462  38.8470       3.78   
24410 2008-09-01  16:06:20.00  2008.671072 -116.0197  38.8496       3.37   
24411 2008-09-03  16:12:27.00  2008.675314 -116.0208  38.8842       3.85   
24413 2008-09-04  16:19:17.00  2008.680067 -116.0220  38.8164       3.21   
25006 2009-11-11  20:43:52.00  2009.863797 -116.4300  38.9100       3.10   
25968 2011-12-14  22:54:50.00  2011.954751 -116.6339  38.3960       3.00   

           Z\r    Energy    grid_label  
1207   20.0000  0.987736  Grid_-117_38  
1528    3.5934  0.855805  Grid_-117_38  
6587   13.1259  0.914120  Grid_-117_38  
6995    6.7687  0.813887  Grid_-117_38  
8329    3.3819  0.795948  Grid_-117_38  
8800    3.4047  0.801982  Grid_-117_38  
11707   0.8414  0.919177  Grid_-117_38  
11791   4.0184  0.877605  Grid_-117_38  
11797   5.1059  0.799977  Grid_-117_38  
12007   6.3941  0.969302  Grid_-117_38  
12342   2.0490  0.799977  Grid_-117_38  
12437   0.6545  0.930830  Grid_-117_38  
12508   8.4665  0.866794  Grid_-117_38  
15497  16.3373  0.846507  Grid_-117_38  
19005   3.8926  0.767048  Grid_-117_38  
20404  11.3262  0.879390  Grid_-117_38  
20644   8.7763  0.762815  Grid_-117_38  
20659   8.4148  0.736838  Grid_-117_38  
21076  18.2895  0.756415  Grid_-117_38  
23092  17.0990  0.857649  Grid_-117_38  
23813  18.8201  0.868609  Grid_-117_38  
24170  18.9728  0.874021  Grid_-117_38  
24211  14.8611  0.881171  Grid_-117_38  
24403  13.8956  0.811917  Grid_-117_38  
24404  13.7129  0.787818  Grid_-117_38  
24405  13.1775  0.783716  Grid_-117_38  
24406  13.1771  0.866794  Grid_-117_38  
24407  13.7510  0.840865  Grid_-117_38  
24408  13.9663  0.825583  Grid_-117_38  
24409  13.2697  0.886483  Grid_-117_38  
24410  13.5722  0.809942  Grid_-117_38  
24411  13.2920  0.898715  Grid_-117_38  
24413  11.1203  0.777514  Grid_-117_38  
25006   9.0546  0.754268  Grid_-117_38  
25968   8.4021  0.732408  Grid_-117_38  , 'Grid_-118_31':             Date         Time         Year         X        Y  Magnitude  \
753   1961-09-01  16:03:28.00  1961.669083 -117.1712  31.6408       3.29   
869   1961-11-27  21:49:36.00  1961.909445 -117.2357  31.8693       3.13   
1837  1963-11-17  21:10:04.00  1963.881998 -117.2968  31.9748       3.03   
6154  1972-02-10   2:42:06.00  1972.112572 -117.2968  31.9748       3.18   
6604  1972-12-11  22:42:58.00  1972.946511 -117.4245  31.8515       3.41   
8585  1976-11-26  21:43:45.00  1976.905387 -117.4245  31.8515       3.26   
8758  1977-04-15   6:55:08.00  1977.288297 -117.1712  31.6408       3.64   
10172 1980-03-27   5:44:30.00  1980.239243 -117.1712  31.6408       3.36   
10226 1980-05-17   9:06:34.00  1980.379562 -117.2357  31.8693       3.51   
11822 1983-06-19  11:13:11.00  1983.467491 -117.4245  31.8515       3.10   
12774 1985-08-11  14:42:25.00  1985.612800 -117.2968  31.9748       3.10   
13778 1987-10-06  18:22:02.00  1987.765310 -117.2357  31.8693       3.37   
15669 1991-08-04  14:15:21.00  1991.594003 -117.2357  31.8693       3.36   
16352 1992-12-27  23:46:36.00  1992.990696 -117.4245  31.8515       3.19   
17296 1994-10-19  19:14:53.00  1994.802003 -117.4245  31.8515       3.57   
19313 1998-08-11  14:42:12.00  1998.612640 -117.1712  31.6408       3.74   
20283 2000-08-07  14:28:41.00  2000.603260 -117.4245  31.8515       3.20   
23153 2006-03-27   5:42:10.00  2006.237625 -117.3587  31.9614       3.36   
23154 2006-03-27   5:42:39.00  2006.237958 -117.3340  31.9387       3.07   
23155 2006-03-28   5:47:03.00  2006.241018 -117.3507  31.9240       3.16   
23156 2006-03-29   5:51:01.00  2006.243764 -117.3961  31.9109       3.06   
23157 2006-03-30   5:52:09.00  2006.244558 -117.4215  31.8646       3.51   
23158 2006-03-31   5:56:10.00  2006.247346 -117.4291  31.8839       3.92   
23159 2006-04-01   6:01:10.00  2006.250817 -117.4691  31.9347       3.00   
23160 2006-04-02   6:06:37.00  2006.254597 -117.4629  31.9617       3.41   
23161 2006-04-03   6:09:46.00  2006.256793 -117.4230  31.9645       3.09   
23162 2006-04-05   6:15:36.00  2006.260844 -117.3929  31.9855       3.49   
24644 2009-02-05   2:23:47.00  2009.099856 -117.2357  31.8693       3.65   
27562 2015-02-09   2:39:51.00  2015.111007 -117.2968  31.9748       3.14   
29434 2018-05-21   9:19:32.00  2018.388570 -117.1712  31.6408       3.67   
29783 2019-02-13   2:54:43.00  2019.121336 -117.1712  31.6408       3.20   
31596 2022-09-02  16:09:16.00  2022.673104 -117.2357  31.8693       3.02   

           Z\r    Energy    grid_label  
753    12.8005  0.793925  Grid_-118_31  
869    16.9585  0.760689  Grid_-118_31  
1837    7.2808  0.739042  Grid_-118_31  
6154   20.0000  0.771254  Grid_-118_31  
6604    7.6310  0.817808  Grid_-118_31  
8585    4.3874  0.787818  Grid_-118_31  
8758    4.2680  0.861322  Grid_-118_31  
10172  13.2304  0.807961  Grid_-118_31  
10226  13.6271  0.837077  Grid_-118_31  
11822   4.0699  0.754268  Grid_-118_31  
12774  14.6477  0.754268  Grid_-118_31  
13778   0.1900  0.809942  Grid_-118_31  
15669   0.2490  0.807961  Grid_-118_31  
16352   3.6872  0.773347  Grid_-118_31  
17296  18.5414  0.848377  Grid_-118_31  
19313   6.5792  0.879390  Grid_-118_31  
20283   6.6125  0.775434  Grid_-118_31  
23153   1.4241  0.807961  Grid_-118_31  
23154   1.3022  0.747785  Grid_-118_31  
23155   1.3497  0.767048  Grid_-118_31  
23156   0.0230  0.745610  Grid_-118_31  
23157   0.3563  0.837077  Grid_-118_31  
23158   0.0497  0.910728  Grid_-118_31  
23159   0.9275  0.732408  Grid_-118_31  
23160   0.0000  0.817808  Grid_-118_31  
23161   1.0467  0.752114  Grid_-118_31  
23162   0.0000  0.833268  Grid_-118_31  
24644   0.1993  0.863151  Grid_-118_31  
27562   4.8031  0.762815  Grid_-118_31  
29434   8.9615  0.866794  Grid_-118_31  
29783  14.3639  0.775434  Grid_-118_31  
31596   1.9400  0.736838  Grid_-118_31  , 'Grid_-118_32':             Date         Time         Year         X        Y  Magnitude  \
321   1960-08-30  15:57:16.00  1960.664775 -117.3407  32.7670       3.42   
454   1961-01-01   0:05:27.00  1961.003796 -117.7360  32.9480       3.52   
517   1961-02-24   3:37:01.00  1961.150710 -117.6125  32.2122       3.00   
703   1961-07-24  13:30:39.00  1961.562957 -117.8010  32.9850       3.24   
1313  1962-10-24  19:32:31.00  1962.814254 -117.3840  32.0157       3.13   
...          ...          ...          ...       ...      ...        ...   
30136 2019-10-01  18:01:43.00  2019.751192 -117.9142  32.3428       4.31   
30181 2019-11-05  20:21:08.00  2019.848016 -117.3840  32.0157       3.57   
30570 2020-07-26  13:41:08.00  2020.570241 -117.3407  32.7670       3.02   
30603 2020-08-28  15:49:10.00  2020.659154 -117.6340  32.1000       3.29   
30785 2021-01-28   1:53:07.00  2021.078557 -117.6340  32.1000       3.00   

           Z\r    Energy    grid_label  
321    19.8552  0.819760  Grid_-118_32  
454    18.6750  0.838974  Grid_-118_32  
517    19.4469  0.732408  Grid_-118_32  
703    13.1310  0.783716  Grid_-118_32  
1313   15.9749  0.760689  Grid_-118_32  
...        ...       ...           ...  
30136  12.8708  0.973959  Grid_-118_32  
30181  16.1386  0.848377  Grid_-118_32  
30570   5.4231  0.736838  Grid_-118_32  
30603   6.5554  0.793925  Grid_-118_32  
30785  12.4950  0.732408  Grid_-118_32  

[123 rows x 9 columns], 'Grid_-118_33':             Date         Time         Year         X        Y  Magnitude  \
326   1960-09-03  16:14:42.00  1960.676882 -117.0758  33.9530       3.79   
327   1960-09-04  16:18:03.00  1960.679213 -117.0702  33.9209       3.31   
328   1960-09-04  16:18:37.00  1960.679604 -117.0231  33.8862       3.37   
330   1960-09-06  16:24:02.00  1960.683361 -117.0307  33.8773       3.09   
540   1961-03-13   4:44:13.00  1961.197378 -117.8960  33.9720       3.24   
...          ...          ...          ...       ...      ...        ...   
30220 2019-12-09  22:33:29.00  2019.939926 -117.8150  33.0050       3.13   
30523 2020-06-19  11:15:59.00  2020.469441 -117.8923  33.9613       3.17   
30599 2020-08-26  15:41:51.00  2020.654066 -117.9840  33.6710       3.14   
30722 2020-12-03  22:10:01.00  2020.923629 -117.9158  33.9325       3.49   
31716 2022-12-02  22:06:22.00  2022.921095 -117.9907  33.9915       3.90   

           Z\r    Energy    grid_label  
326    19.6618  0.888244  Grid_-118_33  
327    19.8833  0.797965  Grid_-118_33  
328    18.9134  0.809942  Grid_-118_33  
330    18.6646  0.752114  Grid_-118_33  
540    20.0000  0.783716  Grid_-118_33  
...        ...       ...           ...  
30220  15.1844  0.760689  Grid_-118_33  
30523   3.3882  0.769154  Grid_-118_33  
30599   7.7581  0.762815  Grid_-118_33  
30722  13.2780  0.833268  Grid_-118_33  
31716   1.4232  0.907318  Grid_-118_33  

[602 rows x 9 columns], 'Grid_-118_34':             Date         Time         Year         X        Y  Magnitude  \
317   1960-08-26  15:41:08.00  1960.653574 -117.5562  34.3123       3.06   
537   1961-03-09   4:30:22.00  1961.187765 -117.0950  34.1920       3.38   
560   1961-04-01   6:02:25.00  1961.251680 -117.5343  34.2548       3.08   
570   1961-04-08   6:26:41.00  1961.268538 -117.5383  34.2602       3.24   
709   1961-07-29  13:48:50.00  1961.575587 -117.5288  34.2033       3.33   
...          ...          ...          ...       ...      ...        ...   
30777 2021-01-20   1:21:29.00  2021.056593 -117.5288  34.2033       3.31   
30778 2021-01-20   1:22:14.00  2021.057107 -117.7380  34.0060       3.01   
30823 2021-03-04   4:09:54.00  2021.173545 -117.2525  34.0500       3.01   
31568 2022-08-10  14:36:57.00  2022.608998 -117.3860  34.1920       3.48   
31570 2022-08-12  14:44:05.00  2022.613949 -117.4530  34.1330       3.40   

           Z\r    Energy    grid_label  
317    20.0000  0.745610  Grid_-118_34  
537    19.4800  0.811917  Grid_-118_34  
560    17.8693  0.749953  Grid_-118_34  
570    19.5171  0.783716  Grid_-118_34  
709    15.1872  0.801982  Grid_-118_34  
...        ...       ...           ...  
30777  13.5965  0.797965  Grid_-118_34  
30778  13.9414  0.734627  Grid_-118_34  
30823   8.5608  0.734627  Grid_-118_34  
31568   6.4121  0.831355  Grid_-118_34  
31570   5.3479  0.815850  Grid_-118_34  

[1314 rows x 9 columns], 'Grid_-118_35':             Date         Time         Year         X        Y  Magnitude  \
293   1960-07-30  13:56:45.00  1960.581078 -117.7947  35.8643       3.48   
306   1960-08-12  14:46:17.00  1960.615483 -117.4330  35.6130       3.21   
340   1960-09-16  17:03:31.00  1960.710786 -117.3198  35.9713       3.20   
342   1960-09-17  17:07:25.00  1960.713484 -117.2745  35.5485       3.17   
371   1960-10-18  19:12:07.00  1960.800087 -117.2567  35.5272       3.64   
...          ...          ...          ...       ...      ...        ...   
31605 2022-09-09  16:34:29.00  2022.690614 -117.3173  35.9720       3.11   
31633 2022-10-04  18:12:52.00  2022.758940 -117.6360  35.7790       3.41   
31731 2022-12-14  22:55:13.00  2022.955013 -117.4963  35.6738       3.59   
31738 2022-12-19  23:12:52.00  2022.967275 -117.4703  35.6805       3.00   
31741 2022-12-21  23:24:05.00  2022.975061 -117.5613  35.7260       3.75   

           Z\r    Energy    grid_label  
293    18.7975  0.831355  Grid_-118_35  
306    19.8225  0.777514  Grid_-118_35  
340    19.3060  0.775434  Grid_-118_35  
342    18.1253  0.769154  Grid_-118_35  
371    14.1743  0.861322  Grid_-118_35  
...        ...       ...           ...  
31605   0.0000  0.756415  Grid_-118_35  
31633   2.2880  0.817808  Grid_-118_35  
31731   5.9163  0.852101  Grid_-118_35  
31738   4.4100  0.732408  Grid_-118_35  
31741   5.4466  0.881171  Grid_-118_35  

[1855 rows x 9 columns], 'Grid_-118_36':             Date         Time         Year         X        Y  Magnitude  \
246   1960-07-01  12:01:41.00  1960.501174 -117.6470  36.0620       3.03   
336   1960-09-11  16:47:00.00  1960.699316 -117.8587  36.3878       3.08   
343   1960-09-19  17:15:18.00  1960.718959 -117.9312  36.4560       4.25   
362   1960-10-11  18:42:05.00  1960.779230 -117.5250  36.9450       3.02   
524   1961-03-03   4:07:16.00  1961.171717 -117.6250  36.0720       4.28   
...          ...          ...          ...       ...      ...        ...   
31574 2022-08-15  14:58:59.00  2022.624301 -117.8673  36.3893       3.38   
31584 2022-08-24  15:34:00.00  2022.648616 -117.8673  36.3893       3.28   
31624 2022-09-24  17:36:06.00  2022.733405 -117.6180  36.0760       3.33   
31722 2022-12-06  22:23:07.00  2022.932723 -117.7753  36.0277       3.07   
31734 2022-12-16  23:04:40.00  2022.961578 -117.9267  36.2183       3.31   

           Z\r    Energy    grid_label  
246    19.6580  0.739042  Grid_-118_36  
336    18.8743  0.749953  Grid_-118_36  
343    18.4647  0.964613  Grid_-118_36  
362    14.1440  0.736838  Grid_-118_36  
524    19.7594  0.969302  Grid_-118_36  
...        ...       ...           ...  
31574   5.2419  0.811917  Grid_-118_36  
31584   3.5328  0.791896  Grid_-118_36  
31624   3.2599  0.801982  Grid_-118_36  
31722   4.0335  0.747785  Grid_-118_36  
31734   6.0048  0.797965  Grid_-118_36  

[329 rows x 9 columns], 'Grid_-118_37':             Date         Time         Year         X        Y  Magnitude  \
368   1960-10-16  19:02:30.00  1960.793406 -117.7560  37.0630       3.47   
463   1961-01-08   0:33:58.00  1961.023591 -117.7428  37.5417       3.30   
464   1961-01-08   0:35:11.00  1961.024441 -117.7142  37.5288       3.54   
465   1961-01-08   0:35:26.00  1961.024616 -117.7497  37.5735       3.51   
466   1961-01-08   0:35:28.00  1961.024634 -117.7981  37.6258       3.08   
...          ...          ...          ...       ...      ...        ...   
30539 2020-07-02  12:05:36.00  2020.503889 -118.0000  37.5000       3.78   
30758 2021-01-02   0:10:57.00  2021.007613 -117.7830  37.1420       3.18   
30768 2021-01-13   0:52:12.00  2021.036256 -118.0000  37.5000       3.10   
31621 2022-09-22  17:28:05.00  2022.727840 -117.8850  37.0540       3.04   
31712 2022-11-30  21:59:28.00  2022.916303 -117.9472  37.7418       4.23   

           Z\r    Energy    grid_label  
368    13.5672  0.829436  Grid_-118_37  
463    19.8499  0.795948  Grid_-118_37  
464    19.8110  0.842751  Grid_-118_37  
465    19.7310  0.837077  Grid_-118_37  
466    19.7505  0.749953  Grid_-118_37  
...        ...       ...           ...  
30539   2.9743  0.886483  Grid_-118_37  
30758  14.5783  0.771254  Grid_-118_37  
30768  12.1996  0.754268  Grid_-118_37  
31621   2.5720  0.741238  Grid_-118_37  
31712   1.2635  0.961468  Grid_-118_37  

[239 rows x 9 columns], 'Grid_-118_38':             Date         Time         Year         X        Y  Magnitude  \
354   1960-10-01  18:04:17.00  1960.752981 -117.8104  38.1667       3.43   
380   1960-10-26  19:40:42.00  1960.819935 -117.9952  38.1406       3.19   
437   1960-12-15  22:59:04.00  1960.957695 -117.7453  38.2012       3.41   
527   1961-03-05   4:14:11.00  1961.176521 -117.8439  38.1618       4.08   
563   1961-04-04   6:11:50.00  1961.258225 -117.8535  38.1755       3.07   
...          ...          ...          ...       ...      ...        ...   
31526 2022-07-10  12:37:22.00  2022.525956 -117.9528  38.4492       3.55   
31527 2022-07-11  12:37:46.00  2022.526231 -117.9553  38.4863       3.18   
31530 2022-07-13  12:47:44.00  2022.533154 -117.9889  38.4827       3.50   
31531 2022-07-14  12:53:06.00  2022.536875 -117.9369  38.4918       3.10   
31597 2022-09-02  16:10:12.00  2022.673753 -117.7939  38.2309       3.75   

           Z\r    Energy    grid_label  
354    12.5360  0.821707  Grid_-118_38  
380    13.7689  0.773347  Grid_-118_38  
437    18.0016  0.817808  Grid_-118_38  
527    20.0000  0.937398  Grid_-118_38  
563    18.3639  0.747785  Grid_-118_38  
...        ...       ...           ...  
31526   3.3972  0.844632  Grid_-118_38  
31527   3.4159  0.771254  Grid_-118_38  
31530   3.0190  0.835175  Grid_-118_38  
31531   3.4236  0.754268  Grid_-118_38  
31597   1.9561  0.881171  Grid_-118_38  

[475 rows x 9 columns], 'Grid_-119_30':             Date         Time         Year        X       Y  Magnitude  \
8737  1977-03-27   5:39:28.00  1977.235741 -118.116  30.248       3.96   
12804 1985-09-01  16:03:51.00  1985.669340 -118.116  30.248       3.62   
13912 1988-01-16   1:05:06.00  1988.045212 -118.116  30.248       3.02   
20629 2001-04-24   7:30:40.00  2001.312964 -118.116  30.248       4.84   
22499 2004-11-12  20:50:26.00  2004.868367 -118.116  30.248       3.51   
29730 2019-01-07   0:30:47.00  2019.021389 -118.116  30.248       3.35   

           Z\r    Energy    grid_label  
8737    5.1483  0.917496  Grid_-119_30  
12804  18.2174  0.857649  Grid_-119_30  
13912   7.5433  0.736838  Grid_-119_30  
20629   4.9671  1.051276  Grid_-119_30  
22499   6.3090  0.837077  Grid_-119_30  
29730  12.7131  0.805974  Grid_-119_30  , 'Grid_-119_31':             Date         Time         Year         X        Y  Magnitude  \
1573  1963-04-27   7:45:13.00  1963.323068 -118.5850  31.6390       3.34   
1574  1963-04-29   7:50:28.00  1963.326722 -118.6446  31.6313       3.04   
6885  1973-07-31  13:56:35.00  1973.580962 -118.5850  31.6390       3.04   
10118 1980-02-13   2:54:04.00  1980.120891 -118.8650  31.9510       3.53   
12290 1984-07-13  12:50:27.00  1984.535046 -118.8650  31.9510       3.31   
12697 1985-06-11  10:41:37.00  1985.445568 -118.5850  31.6390       3.25   
13281 1986-10-01  18:02:04.00  1986.751436 -118.8650  31.9510       3.12   
13382 1987-01-04   0:15:48.00  1987.010983 -118.8650  31.9510       3.27   
13783 1987-10-10  18:39:37.00  1987.777518 -118.5850  31.6390       3.16   
15095 1990-06-26  11:41:24.00  1990.487089 -118.5850  31.6390       3.43   
15759 1991-10-13  18:48:29.00  1991.783677 -118.5850  31.6390       3.11   
17767 1995-09-18  17:12:58.00  1995.717348 -118.5850  31.6390       4.56   
22258 2004-06-03  10:13:23.00  2004.425963 -118.8650  31.9510       3.02   
22557 2004-12-27  23:48:09.00  2004.991778 -118.8650  31.9510       3.02   
25075 2009-12-24  23:35:20.00  2009.982878 -118.5850  31.6390       3.54   
25444 2010-10-22  19:24:56.00  2010.808984 -118.5850  31.6390       3.20   

           Z\r    Energy    grid_label  
1573    2.0351  0.803981  Grid_-119_31  
1574    2.3790  0.741238  Grid_-119_31  
6885    5.3406  0.741238  Grid_-119_31  
10118  13.7579  0.840865  Grid_-119_31  
12290   6.7266  0.797965  Grid_-119_31  
12697  19.2587  0.785770  Grid_-119_31  
13281   8.9779  0.758555  Grid_-119_31  
13382   0.0283  0.789860  Grid_-119_31  
13783   1.2442  0.767048  Grid_-119_31  
15095  16.6949  0.821707  Grid_-119_31  
15759  19.9874  0.756415  Grid_-119_31  
17767  19.9547  1.011548  Grid_-119_31  
22258   4.8358  0.736838  Grid_-119_31  
22557   4.1117  0.736838  Grid_-119_31  
25075  12.6189  0.842751  Grid_-119_31  
25444   0.0900  0.775434  Grid_-119_31  , 'Grid_-119_32':             Date         Time         Year         X        Y  Magnitude  \
332   1960-09-07  16:28:53.00  1960.686726 -118.1872  32.5973       3.85   
543   1961-03-18   5:06:13.00  1961.212651 -118.0905  32.6020       3.38   
547   1961-03-20   5:12:58.00  1961.217340 -118.6535  32.8667       3.06   
767   1961-09-19  17:16:02.00  1961.719470 -118.0905  32.6020       3.06   
870   1961-11-28  21:50:03.00  1961.909761 -118.3177  32.7342       3.08   
...          ...          ...          ...       ...      ...        ...   
29886 2019-04-29   7:50:21.00  2019.326633 -118.0400  32.6930       3.17   
30111 2019-09-13  16:50:43.00  2019.701891 -118.0067  32.8997       3.26   
30431 2020-04-13   6:49:53.00  2020.284646 -118.5032  32.8377       3.16   
30652 2020-10-12  18:46:56.00  2020.782604 -118.5032  32.8377       3.86   
30762 2021-01-08   0:31:55.00  2021.022165 -118.4828  32.8228       3.64   

           Z\r    Energy    grid_label  
332    18.4195  0.898715  Grid_-119_32  
543    18.0705  0.811917  Grid_-119_32  
547    17.6875  0.745610  Grid_-119_32  
767    10.2723  0.745610  Grid_-119_32  
870    16.6755  0.749953  Grid_-119_32  
...        ...       ...           ...  
29886  19.6428  0.769154  Grid_-119_32  
30111  11.3496  0.787818  Grid_-119_32  
30431   6.0022  0.767048  Grid_-119_32  
30652  15.8476  0.900445  Grid_-119_32  
30762  14.8499  0.861322  Grid_-119_32  

[104 rows x 9 columns], 'Grid_-119_33':             Date         Time         Year         X        Y  Magnitude  \
546   1961-03-19   5:11:14.00  1961.216135 -118.2060  33.5460       3.26   
665   1961-06-15  10:55:13.00  1961.455020 -118.3290  33.9338       3.03   
682   1961-07-06  12:19:32.00  1961.513573 -118.0817  33.9923       3.31   
816   1961-10-29  19:52:19.00  1961.828008 -118.6578  33.8932       3.38   
817   1961-10-30  19:56:40.00  1961.831022 -118.6628  33.8978       3.28   
...          ...          ...          ...       ...      ...        ...   
29396 2018-04-24   7:32:17.00  2018.314093 -118.0710  33.5070       3.10   
29874 2019-04-18   7:09:20.00  2019.298157 -118.3722  33.6583       3.04   
29925 2019-05-26   9:37:21.00  2019.400938 -118.9910  33.9654       4.04   
30654 2020-10-12  18:47:46.00  2020.783181 -118.0710  33.5070       3.80   
30723 2020-12-03  22:11:06.00  2020.924380 -118.3285  33.5623       3.39   

           Z\r    Energy    grid_label  
546    17.3495  0.787818  Grid_-119_33  
665    13.7483  0.739042  Grid_-119_33  
682    11.9703  0.797965  Grid_-119_33  
816    16.6652  0.811917  Grid_-119_33  
817    16.5162  0.791896  Grid_-119_33  
...        ...       ...           ...  
29396   9.6072  0.754268  Grid_-119_33  
29874  13.6471  0.741238  Grid_-119_33  
29925  12.0692  0.930830  Grid_-119_33  
30654  15.3148  0.890001  Grid_-119_33  
30723  13.7535  0.813887  Grid_-119_33  

[169 rows x 9 columns], 'Grid_-119_34':             Date         Time         Year         X        Y  Magnitude  \
287   1960-07-27  13:45:20.00  1960.573158 -118.4280  34.3000       3.50   
288   1960-07-28  13:48:20.00  1960.575233 -118.3700  34.4160       3.36   
364   1960-10-12  18:46:49.00  1960.782514 -118.3700  34.4160       3.96   
397   1960-11-13  20:54:57.00  1960.871493 -118.4790  34.2970       3.34   
413   1960-11-26  21:45:02.00  1960.906279 -118.4383  34.3017       3.39   
...          ...          ...          ...       ...      ...        ...   
30773 2021-01-16   1:06:43.00  2021.046336 -118.4360  34.4260       3.23   
31569 2022-08-10  14:38:33.00  2022.610109 -118.6572  34.3613       3.66   
31572 2022-08-13  14:50:04.00  2022.618108 -118.6302  34.6173       3.01   
31593 2022-08-31  15:58:51.00  2022.665873 -118.4763  34.3468       3.07   
31609 2022-09-12  16:49:16.00  2022.700884 -118.3700  34.4160       3.22   

           Z\r    Energy    grid_label  
287    18.7186  0.835175  Grid_-119_34  
288    18.6020  0.807961  Grid_-119_34  
364    13.6247  0.917496  Grid_-119_34  
397    19.5256  0.803981  Grid_-119_34  
413    19.5035  0.813887  Grid_-119_34  
...        ...       ...           ...  
30773  13.6347  0.781655  Grid_-119_34  
31569   5.8716  0.864975  Grid_-119_34  
31572   4.2137  0.734627  Grid_-119_34  
31593   3.0827  0.747785  Grid_-119_34  
31609   1.9108  0.779588  Grid_-119_34  

[1275 rows x 9 columns], 'Grid_-119_35':             Date         Time         Year         X        Y  Magnitude  \
320   1960-08-30  15:56:27.00  1960.664213 -118.8460  35.3740       3.07   
438   1960-12-16  23:02:12.00  1960.959870 -118.4253  35.4733       3.03   
533   1961-03-07   4:20:34.00  1961.180960 -118.0408  35.7580       3.22   
680   1961-07-04  12:12:33.00  1961.508723 -118.4253  35.4733       3.03   
688   1961-07-15  12:53:35.00  1961.537218 -118.6868  35.4810       3.03   
...          ...          ...          ...       ...      ...        ...   
30788 2021-01-30   2:01:25.00  2021.084328 -118.3493  35.4422       3.18   
30793 2021-02-04   2:21:12.00  2021.098059 -118.7740  35.3720       3.35   
31618 2022-09-19  17:16:40.00  2022.719916 -118.0670  35.2100       3.61   
31713 2022-11-30  22:00:16.00  2022.916854 -118.3550  35.6595       3.01   
31727 2022-12-10  22:39:10.00  2022.943873 -118.2150  35.2250       3.04   

           Z\r    Energy    grid_label  
320    18.6436  0.747785  Grid_-119_35  
438    17.9163  0.739042  Grid_-119_35  
533    20.0000  0.779588  Grid_-119_35  
680    13.2307  0.739042  Grid_-119_35  
688    13.5142  0.739042  Grid_-119_35  
...        ...       ...           ...  
30788  14.6396  0.771254  Grid_-119_35  
30793  14.7704  0.805974  Grid_-119_35  
31618   2.3922  0.855805  Grid_-119_35  
31713   1.2950  0.734627  Grid_-119_35  
31727   4.9159  0.741238  Grid_-119_35  

[408 rows x 9 columns], 'Grid_-119_36':             Date         Time         Year         X        Y  Magnitude  \
672   1961-06-23  11:29:24.00  1961.478751 -118.0550  36.1117       4.20   
1156  1962-07-16  13:00:08.00  1962.541768 -118.0550  36.1117       3.23   
1867  1963-12-13  22:52:14.00  1963.952950 -118.0250  36.4260       3.29   
6677  1973-02-09   2:39:41.00  1973.110894 -118.0450  36.1392       3.34   
6985  1973-10-17  19:07:57.00  1973.797199 -118.0648  36.1405       3.24   
...          ...          ...          ...       ...      ...        ...   
28747 2017-01-28   1:53:24.00  2017.078752 -118.7639  36.0138       4.20   
28748 2017-01-29   1:57:22.00  2017.081508 -118.8198  36.0148       3.29   
28826 2017-03-23   5:24:56.00  2017.225655 -118.9286  36.0410       3.52   
28829 2017-03-24   5:27:47.00  2017.227639 -118.9123  36.0106       3.13   
29309 2018-02-16   3:09:03.00  2018.131285 -118.0550  36.1117       3.37   

           Z\r    Energy    grid_label  
672    12.2613  0.956723  Grid_-119_36  
1156   15.1268  0.781655  Grid_-119_36  
1867    5.3034  0.793925  Grid_-119_36  
6677   17.3446  0.803981  Grid_-119_36  
6985    3.9530  0.783716  Grid_-119_36  
...        ...       ...           ...  
28747  15.3000  0.956723  Grid_-119_36  
28748  15.7989  0.793925  Grid_-119_36  
28826  13.7485  0.838974  Grid_-119_36  
28829  13.8935  0.760689  Grid_-119_36  
29309   1.0834  0.809942  Grid_-119_36  

[334 rows x 9 columns], 'Grid_-119_37':             Date         Time         Year         X        Y  Magnitude  \
243   1960-06-30  11:58:35.00  1960.499027 -118.8718  37.4942       3.41   
249   1960-07-03  12:09:48.00  1960.506806 -118.6697  37.4430       3.08   
255   1960-07-11  12:39:49.00  1960.527659 -118.8060  37.4785       3.13   
305   1960-08-10  14:38:30.00  1960.610075 -118.8000  37.5490       3.89   
307   1960-08-13  14:51:14.00  1960.618919 -118.3907  37.6565       3.88   
...          ...          ...          ...       ...      ...        ...   
31634 2022-10-05  18:18:17.00  2022.762706 -118.2813  37.4643       3.12   
31636 2022-10-06  18:21:24.00  2022.764868 -118.8398  37.4537       4.03   
31701 2022-11-21  21:25:42.00  2022.892850 -118.9163  37.6372       3.33   
31709 2022-11-29  21:54:01.00  2022.912513 -118.4750  37.5940       3.31   
31711 2022-11-30  21:59:20.00  2022.916213 -118.8798  37.5465       3.76   

           Z\r    Energy    grid_label  
243    19.8939  0.817808  Grid_-119_37  
249    18.9455  0.749953  Grid_-119_37  
255    18.2753  0.760689  Grid_-119_37  
305    19.5386  0.905606  Grid_-119_37  
307    19.1359  0.903890  Grid_-119_37  
...        ...       ...           ...  
31634   1.3307  0.758555  Grid_-119_37  
31636   1.3504  0.929178  Grid_-119_37  
31701   1.0618  0.801982  Grid_-119_37  
31709   0.5028  0.797965  Grid_-119_37  
31711   1.2452  0.882946  Grid_-119_37  

[2453 rows x 9 columns], 'Grid_-119_38':             Date         Time         Year         X        Y  Magnitude  \
253   1960-07-08  12:28:21.00  1960.519690 -118.7797  38.0543       3.79   
331   1960-09-07  16:28:06.00  1960.686190 -118.8972  38.3904       3.62   
445   1960-12-23  23:30:10.00  1960.979285 -118.3670  38.2170       3.26   
448   1960-12-24  23:35:00.00  1960.982642 -118.0900  38.6220       3.25   
523   1961-03-03   4:05:04.00  1961.170188 -118.3814  38.5374       3.23   
...          ...          ...          ...       ...      ...        ...   
31523 2022-07-09  12:31:31.00  2022.521894 -118.0232  38.3888       3.73   
31528 2022-07-12  12:42:25.00  2022.529463 -118.0121  38.5316       3.07   
31529 2022-07-12  12:43:41.00  2022.530341 -118.0350  38.5262       3.37   
31537 2022-07-19  13:12:19.00  2022.550224 -118.8064  38.6488       3.16   
31619 2022-09-20  17:20:29.00  2022.722568 -118.0725  38.1754       3.06   

           Z\r    Energy    grid_label  
253    19.4280  0.888244  Grid_-119_38  
331    18.9886  0.857649  Grid_-119_38  
445    16.6660  0.787818  Grid_-119_38  
448    16.5035  0.785770  Grid_-119_38  
523    19.5621  0.781655  Grid_-119_38  
...        ...       ...           ...  
31523   2.8855  0.877605  Grid_-119_38  
31528   3.4646  0.747785  Grid_-119_38  
31529   2.8558  0.809942  Grid_-119_38  
31537   5.5150  0.767048  Grid_-119_38  
31619   2.4205  0.745610  Grid_-119_38  

[1404 rows x 9 columns], 'Grid_-120_31':             Date         Time         Year         X        Y  Magnitude  \
699   1961-07-22  13:23:08.00  1961.557732 -120.0000  31.0000       3.63   
915   1962-01-06   0:25:33.00  1962.017743 -119.3790  31.2470       3.35   
6698  1973-02-23   3:34:57.00  1973.149272 -119.4360  31.4080       3.52   
6852  1973-07-04  12:11:26.00  1973.507945 -119.3790  31.2470       3.12   
7391  1974-08-21  15:21:34.00  1974.639982 -119.4094  31.3228       3.20   
...          ...          ...          ...       ...      ...        ...   
31696 2022-11-18  21:14:06.00  2022.884800 -119.4443  31.5192       3.78   
31697 2022-11-19  21:15:16.00  2022.885609 -119.4565  31.5134       3.52   
31698 2022-11-20  21:21:13.00  2022.889736 -119.4065  31.5197       3.25   
31699 2022-11-21  21:22:45.00  2022.890805 -119.4436  31.4823       3.24   
31700 2022-11-21  21:24:49.00  2022.892243 -119.4728  31.4330       4.07   

           Z\r    Energy    grid_label  
699    13.2365  0.859488  Grid_-120_31  
915    19.1309  0.805974  Grid_-120_31  
6698   18.8632  0.838974  Grid_-120_31  
6852   12.5474  0.758555  Grid_-120_31  
7391   16.6823  0.775434  Grid_-120_31  
...        ...       ...           ...  
31696   3.5288  0.886483  Grid_-120_31  
31697   2.6965  0.838974  Grid_-120_31  
31698   2.9212  0.785770  Grid_-120_31  
31699   1.7155  0.783716  Grid_-120_31  
31700   1.3864  0.935762  Grid_-120_31  

[95 rows x 9 columns], 'Grid_-120_33':             Date         Time         Year         X        Y  Magnitude  \
250   1960-07-04  12:12:40.00  1960.508802 -119.1195  33.5575       3.28   
889   1961-12-15  22:57:04.00  1961.956307 -119.1613  33.3363       3.01   
1157  1962-07-17  13:02:42.00  1962.543542 -119.1322  33.4605       4.61   
1312  1962-10-22  19:26:55.00  1962.810370 -119.0170  33.6180       3.09   
1530  1963-03-28   5:44:59.00  1963.239579 -119.4492  33.1947       3.36   
...          ...          ...          ...       ...      ...        ...   
29806 2019-03-04   4:11:56.00  2019.174955 -119.1195  33.5575       3.92   
29825 2019-03-21   5:16:29.00  2019.219782 -119.7340  33.8198       3.30   
29920 2019-05-23   9:24:16.00  2019.391852 -119.1195  33.5575       3.18   
29924 2019-05-26   9:36:19.00  2019.400225 -119.0502  33.9790       3.34   
30812 2021-02-21   3:27:40.00  2021.144220 -119.1332  33.3430       3.00   

           Z\r    Energy    grid_label  
250    19.6462  0.791896  Grid_-120_33  
889    17.8622  0.734627  Grid_-120_33  
1157   15.4662  1.018819  Grid_-120_33  
1312   16.1764  0.752114  Grid_-120_33  
1530    1.1158  0.807961  Grid_-120_33  
...        ...       ...           ...  
29806  11.3257  0.910728  Grid_-120_33  
29825  15.3699  0.795948  Grid_-120_33  
29920  13.4987  0.771254  Grid_-120_33  
29924  13.0190  0.803981  Grid_-120_33  
30812  10.0250  0.732408  Grid_-120_33  

[87 rows x 9 columns], 'Grid_-120_34':             Date         Time         Year         X        Y  Magnitude  \
257   1960-07-11  12:41:19.00  1960.528699 -119.7060  34.3137       3.73   
525   1961-03-04   4:08:57.00  1961.172887 -119.8020  34.4020       4.05   
1161  1962-07-20  13:16:43.00  1962.553284 -119.9730  34.6610       3.22   
1654  1963-07-07  12:25:04.00  1963.517413 -119.7060  34.3137       3.58   
1763  1963-09-27  17:46:41.00  1963.740754 -119.6220  34.2500       4.81   
...          ...          ...          ...       ...      ...        ...   
29371 2018-04-06   6:21:43.00  2018.265083 -119.3530  34.4810       3.81   
29392 2018-04-21   7:21:17.00  2018.306449 -119.7060  34.3137       3.73   
29507 2018-07-18  13:07:04.00  2018.546576 -119.7383  34.2323       3.31   
30082 2019-08-28  15:49:14.00  2019.659200 -119.7228  34.1385       3.28   
30083 2019-08-28  15:50:44.00  2019.660241 -119.7475  34.1881       4.17   

           Z\r    Energy    grid_label  
257    19.5687  0.877605  Grid_-120_34  
525    19.6367  0.932478  Grid_-120_34  
1161   15.5878  0.779588  Grid_-120_34  
1654    4.6475  0.850242  Grid_-120_34  
1763    6.3103  1.047131  Grid_-120_34  
...        ...       ...           ...  
29371  10.7299  0.891753  Grid_-120_34  
29392  10.6671  0.877605  Grid_-120_34  
29507  15.0186  0.797965  Grid_-120_34  
30082  10.9934  0.791896  Grid_-120_34  
30083  10.5367  0.951944  Grid_-120_34  

[118 rows x 9 columns], 'Grid_-120_35':             Date         Time         Year         X        Y  Magnitude  \
346   1960-09-22  17:30:25.00  1960.729457 -119.6760  35.5460       3.02   
428   1960-12-08  22:29:57.00  1960.937469 -119.0070  35.0448       3.04   
760   1961-09-09  16:35:06.00  1961.691045 -119.1040  35.1490       3.44   
1205  1962-08-15  14:57:04.00  1962.622974 -119.6760  35.5460       3.01   
1781  1963-10-07  18:24:59.00  1963.767358 -119.6760  35.5460       3.42   
...          ...          ...          ...       ...      ...        ...   
30471 2020-05-13   8:49:58.00  2020.368043 -119.8008  35.8113       3.29   
30821 2021-03-02   4:03:13.00  2021.168910 -119.0070  35.0448       3.06   
30866 2021-03-29   5:48:49.00  2021.242236 -119.1560  35.0430       3.30   
30867 2021-03-30   5:53:57.00  2021.245809 -119.0097  35.0338       6.14   
31557 2022-08-02  14:04:55.00  2022.586759 -119.0070  35.0448       3.23   

           Z\r    Energy    grid_label  
346    18.2548  0.736838  Grid_-120_35  
428    18.0305  0.741238  Grid_-120_35  
760    12.8284  0.823648  Grid_-120_35  
1205   19.4919  0.734627  Grid_-120_35  
1781   10.3934  0.819760  Grid_-120_35  
...        ...       ...           ...  
30471  12.9505  0.793925  Grid_-120_35  
30821   7.4353  0.745610  Grid_-120_35  
30866   1.7329  0.795948  Grid_-120_35  
30867   3.1602  1.209883  Grid_-120_35  
31557   8.1647  0.781655  Grid_-120_35  

[359 rows x 9 columns], 'Grid_-120_36':             Date         Time         Year         X        Y  Magnitude  \
872   1961-11-30  21:59:17.00  1961.916175 -119.7420  36.1580       3.47   
6793  1973-05-21   9:16:34.00  1973.386514 -119.3870  36.6480       3.07   
9366  1978-07-05  12:16:26.00  1978.511422 -119.3870  36.6480       3.97   
9629  1979-01-26   1:44:27.00  1979.072542 -119.9635  36.0002       3.10   
9893  1979-08-27  15:43:38.00  1979.655312 -119.9635  36.0002       4.36   
...          ...          ...          ...       ...      ...        ...   
28560 2016-09-16  17:05:03.00  2016.711846 -119.0124  36.1487       3.14   
28564 2016-09-21  17:23:11.00  2016.724434 -119.0281  36.0781       3.02   
29270 2018-01-19   1:15:57.00  2018.052745 -119.3870  36.6480       3.72   
30714 2020-11-28  21:51:16.00  2020.910603 -119.9635  36.0002       3.30   
31564 2022-08-08  14:29:09.00  2022.603578 -119.9987  36.1207       3.36   

           Z\r    Energy    grid_label  
872    17.6089  0.829436  Grid_-120_36  
6793    9.5602  0.747785  Grid_-120_36  
9366   11.3192  0.919177  Grid_-120_36  
9629   20.0000  0.754268  Grid_-120_36  
9893   16.3123  0.981648  Grid_-120_36  
...        ...       ...           ...  
28560   5.7135  0.762815  Grid_-120_36  
28564   4.7734  0.736838  Grid_-120_36  
29270   5.4552  0.875816  Grid_-120_36  
30714  11.9474  0.795948  Grid_-120_36  
31564   6.2398  0.807961  Grid_-120_36  

[301 rows x 9 columns], 'Grid_-120_37':             Date         Time         Year         X        Y  Magnitude  \
8823  1977-06-12  10:45:15.00  1977.448093 -119.4392  37.4250       3.41   
11930 1983-09-16  17:02:19.00  1983.709942 -119.4392  37.4250       3.88   
12847 1985-10-08  18:29:19.00  1985.770368 -119.0326  37.5458       3.03   
12848 1985-10-08  18:30:55.00  1985.771479 -119.0706  37.5758       3.63   
12849 1985-10-09  18:36:26.00  1985.775303 -119.0261  37.5325       4.02   
...          ...          ...          ...       ...      ...        ...   
30452 2020-04-29   7:54:11.00  2020.329305 -119.0123  37.4939       3.14   
30453 2020-04-30   7:59:21.00  2020.332887 -119.0140  37.5220       3.19   
30456 2020-05-01   8:03:27.00  2020.335735 -119.0177  37.4975       3.45   
30457 2020-05-02   8:07:39.00  2020.338656 -119.0462  37.5554       3.00   
30458 2020-05-03   8:11:26.00  2020.341283 -119.0964  37.5100       3.80   

           Z\r    Energy    grid_label  
8823    2.5030  0.817808  Grid_-120_37  
11930   6.3123  0.903890  Grid_-120_37  
12847  15.1874  0.739042  Grid_-120_37  
12848  14.5934  0.859488  Grid_-120_37  
12849  15.0930  0.927521  Grid_-120_37  
...        ...       ...           ...  
30452   9.9483  0.762815  Grid_-120_37  
30453  10.5081  0.773347  Grid_-120_37  
30456  11.0178  0.825583  Grid_-120_37  
30457  11.2495  0.732408  Grid_-120_37  
30458  10.7664  0.890001  Grid_-120_37  

[155 rows x 9 columns], 'Grid_-120_38':             Date         Time         Year         X        Y  Magnitude  \
295   1960-08-01  14:03:35.00  1960.585831 -119.6680  38.7540       3.44   
339   1960-09-15  16:59:40.00  1960.708111 -119.7010  38.8380       3.06   
372   1960-10-19  19:16:37.00  1960.803217 -119.3085  38.2288       3.52   
381   1960-10-26  19:41:04.00  1960.820190 -119.5107  38.5128       3.25   
439   1960-12-18  23:10:01.00  1960.965293 -119.6363  38.7413       3.91   
...          ...          ...          ...       ...      ...        ...   
30815 2021-02-23   3:33:38.00  2021.148366 -119.6465  38.7438       3.31   
31566 2022-08-09  14:32:45.00  2022.606085 -119.4998  38.5075       3.97   
31607 2022-09-11  16:42:06.00  2022.695905 -119.6465  38.7438       3.13   
31718 2022-12-03  22:12:12.00  2022.925143 -119.1445  38.0473       3.09   
31721 2022-12-06  22:22:50.00  2022.932527 -119.1332  38.6103       3.91   

           Z\r    Energy    grid_label  
295    19.7112  0.823648  Grid_-120_38  
339    19.3729  0.745610  Grid_-120_38  
372    14.7713  0.838974  Grid_-120_38  
381    13.7619  0.785770  Grid_-120_38  
439    18.5982  0.909025  Grid_-120_38  
...        ...       ...           ...  
30815  10.0547  0.797965  Grid_-120_38  
31566   5.9053  0.919177  Grid_-120_38  
31607   0.7908  0.760689  Grid_-120_38  
31718   1.5501  0.752114  Grid_-120_38  
31721   4.3464  0.909025  Grid_-120_38  

[450 rows x 9 columns], 'Grid_-121_34':             Date         Time         Year         X        Y  Magnitude  \
1890  1964-01-05   0:22:56.00  1964.015933 -120.6785  34.4213       3.24   
1961  1964-02-27   3:49:59.00  1964.159717 -120.1470  34.7370       3.00   
5938  1971-08-23  15:30:39.00  1971.646287 -120.1470  34.7370       3.01   
5939  1971-08-25  15:36:24.00  1971.650279 -120.1221  34.7387       3.27   
5940  1971-08-25  15:36:45.00  1971.650523 -120.0672  34.7691       3.05   
...          ...          ...          ...       ...      ...        ...   
30160 2019-10-16  19:02:35.00  2019.793463 -120.7125  34.5423       3.38   
30161 2019-10-18  19:08:17.00  2019.797429 -120.7399  34.5424       3.20   
31577 2022-08-18  15:09:11.00  2022.631386 -120.1470  34.7370       3.33   
31606 2022-09-10  16:40:12.00  2022.694584 -120.0223  34.3947       3.01   
31639 2022-10-11  18:41:08.00  2022.778565 -120.0022  34.4192       5.88   

           Z\r    Energy    grid_label  
1890    0.0392  0.783716  Grid_-121_34  
1961    7.2323  0.732408  Grid_-121_34  
5938   16.6981  0.734627  Grid_-121_34  
5939   16.4492  0.789860  Grid_-121_34  
5940   15.4283  0.743428  Grid_-121_34  
...        ...       ...           ...  
30160  14.8650  0.811917  Grid_-121_34  
30161  14.8004  0.775434  Grid_-121_34  
31577   4.7110  0.801982  Grid_-121_34  
31606   0.0000  0.734627  Grid_-121_34  
31639   4.3621  1.181038  Grid_-121_34  

[79 rows x 9 columns], 'Grid_-121_35':             Date         Time         Year         X        Y  Magnitude  \
616   1961-05-10   8:34:10.00  1961.357072 -120.9823  35.6300       3.03   
883   1961-12-08  22:31:37.00  1961.938629 -120.8157  35.5432       3.13   
1271  1962-09-30  17:57:16.00  1962.748111 -120.3560  35.8058       3.17   
1374  1962-12-07  22:27:14.00  1962.935579 -120.9513  35.6432       3.09   
1440  1963-01-30   1:59:15.00  1963.082813 -120.4977  35.8338       3.19   
...          ...          ...          ...       ...      ...        ...   
30545 2020-07-06  12:22:01.00  2020.515290 -120.3498  35.8045       3.46   
30707 2020-11-22  21:27:50.00  2020.894334 -120.9823  35.6300       3.31   
30708 2020-11-22  21:27:59.00  2020.894441 -120.3470  35.8802       3.17   
31637 2022-10-06  18:21:31.00  2022.764950 -120.4980  35.9525       3.40   
31703 2022-11-22  21:29:34.00  2022.895533 -120.2940  35.7905       4.49   

           Z\r    Energy    grid_label  
616    12.3150  0.739042  Grid_-121_35  
883    17.7631  0.760689  Grid_-121_35  
1271   16.6612  0.769154  Grid_-121_35  
1374   19.6695  0.752114  Grid_-121_35  
1440   16.6458  0.773347  Grid_-121_35  
...        ...       ...           ...  
30545   0.6276  0.827512  Grid_-121_35  
30707  13.0110  0.797965  Grid_-121_35  
30708  12.2629  0.769154  Grid_-121_35  
31637   1.3139  0.815850  Grid_-121_35  
31703   0.6797  1.001235  Grid_-121_35  

[325 rows x 9 columns], 'Grid_-121_36':             Date         Time         Year         X        Y  Magnitude  \
272   1960-07-21  13:21:24.00  1960.556534 -120.6310  36.5205       4.19   
273   1960-07-21  13:22:03.00  1960.556982 -120.6508  36.4820       3.22   
274   1960-07-21  13:22:34.00  1960.557347 -120.6892  36.4629       3.56   
275   1960-07-22  13:22:58.00  1960.557623 -120.6594  36.5213       3.33   
276   1960-07-22  13:24:19.00  1960.558554 -120.6129  36.5454       3.06   
...          ...          ...          ...       ...      ...        ...   
31625 2022-09-25  17:38:54.00  2022.735350 -120.6918  36.5192       3.11   
31635 2022-10-06  18:20:48.00  2022.764455 -120.2080  36.0910       3.08   
31707 2022-11-26  21:45:43.00  2022.906752 -120.1495  36.0090       3.32   
31725 2022-12-09  22:35:03.00  2022.941010 -120.3750  36.2740       3.78   
31745 2022-12-25  23:38:56.00  2022.985378 -120.2823  36.1778       3.08   

           Z\r    Energy    grid_label  
272    19.4296  0.955134  Grid_-121_36  
273    19.0534  0.779588  Grid_-121_36  
274    19.0014  0.846507  Grid_-121_36  
275    18.9276  0.801982  Grid_-121_36  
276    18.9980  0.745610  Grid_-121_36  
...        ...       ...           ...  
31625   2.3154  0.756415  Grid_-121_36  
31635   2.0450  0.749953  Grid_-121_36  
31707   0.3683  0.799977  Grid_-121_36  
31725   4.2481  0.886483  Grid_-121_36  
31745   7.4268  0.749953  Grid_-121_36  

[722 rows x 9 columns], 'Grid_-121_37':             Date         Time         Year         X        Y  Magnitude  \
1469  1963-02-21   3:27:51.00  1963.144343 -120.0195  37.4198       4.07   
7173  1974-03-02   4:02:19.00  1974.168281 -120.0195  37.4198       4.46   
9256  1978-04-16   6:58:17.00  1978.290482 -120.9483  37.1862       3.39   
10011 1979-11-13  20:54:14.00  1979.871002 -120.9677  37.1940       4.06   
14291 1988-11-21  21:25:54.00  1988.892988 -120.9677  37.1940       4.27   
...          ...          ...          ...       ...      ...        ...   
17718 1995-08-09  14:32:05.00  1995.605622 -120.7603  37.9766       3.03   
19599 1999-02-17   3:09:41.00  1999.131732 -120.0195  37.4198       3.26   
22588 2005-01-21   1:26:36.00  2005.060144 -120.0195  37.4198       3.32   
25379 2010-08-29  15:54:41.00  2010.662983 -120.9677  37.1940       3.69   
25442 2010-10-21  19:21:28.00  2010.806575 -120.0195  37.4198       3.02   

           Z\r    Energy    grid_label  
1469    9.4201  0.935762  Grid_-121_37  
7173   12.1695  0.996766  Grid_-121_37  
9256    1.3652  0.813887  Grid_-121_37  
10011  11.7397  0.934122  Grid_-121_37  
14291   1.2191  0.967743  Grid_-121_37  
...        ...       ...           ...  
17718  14.1974  0.739042  Grid_-121_37  
19599   0.4554  0.787818  Grid_-121_37  
22588   5.1265  0.799977  Grid_-121_37  
25379  11.2715  0.870418  Grid_-121_37  
25442   0.6609  0.736838  Grid_-121_37  

[65 rows x 9 columns], 'Grid_-121_38':             Date         Time         Year         X        Y  Magnitude  \
15423 1991-01-18   1:13:54.00  1991.051327 -120.0104  38.6988       4.33   
15424 1991-01-20   1:19:20.00  1991.055103 -120.0495  38.6432       3.80   
15425 1991-01-20   1:21:38.00  1991.056695 -120.0374  38.6081       3.73   
15426 1991-01-21   1:23:54.00  1991.058271 -120.0473  38.5701       3.49   
15427 1991-01-21   1:26:19.00  1991.059951 -120.0882  38.5284       3.93   
15428 1991-01-22   1:29:01.00  1991.061822 -120.1452  38.5695       3.24   
15429 1991-01-23   1:33:25.00  1991.064880 -120.1483  38.6275       3.21   
15430 1991-01-23   1:33:54.00  1991.065211 -120.1897  38.6010       3.43   
15431 1991-01-24   1:36:28.00  1991.066992 -120.1340  38.5464       3.14   
15432 1991-01-25   1:39:08.00  1991.068848 -120.1273  38.5749       4.58   
15433 1991-01-25   1:42:17.00  1991.071033 -120.0979  38.6104       3.93   
15434 1991-01-26   1:45:57.00  1991.073581 -120.0757  38.6665       3.31   
15435 1991-01-27   1:49:06.00  1991.075769 -120.0646  38.6437       3.09   
15436 1991-01-28   1:51:48.00  1991.077645 -120.0581  38.6815       3.69   
15437 1991-01-29   1:54:33.00  1991.079554 -120.0013  38.7283       3.29   
17716 1995-08-06  14:23:20.00  1995.599538 -120.7396  38.0117       3.36   
17717 1995-08-07  14:24:58.00  1995.600676 -120.7291  38.0363       3.00   
17719 1995-08-09  14:34:06.00  1995.607019 -120.7761  38.0333       3.91   
17720 1995-08-10  14:37:16.00  1995.609214 -120.7940  38.0876       3.43   
17721 1995-08-11  14:39:56.00  1995.611074 -120.7480  38.0545       3.56   
17722 1995-08-12  14:46:28.00  1995.615606 -120.7496  38.0982       3.09   
17723 1995-08-13  14:47:45.00  1995.616498 -120.7174  38.1110       3.01   
17724 1995-08-13  14:48:18.00  1995.616886 -120.6580  38.0693       3.62   

           Z\r    Energy    grid_label  
15423   9.2041  0.977045  Grid_-121_38  
15424   9.2058  0.890001  Grid_-121_38  
15425   7.9925  0.877605  Grid_-121_38  
15426   8.1154  0.833268  Grid_-121_38  
15427   7.7772  0.912426  Grid_-121_38  
15428   8.3582  0.783716  Grid_-121_38  
15429   7.7271  0.777514  Grid_-121_38  
15430   7.0554  0.821707  Grid_-121_38  
15431   7.0188  0.762815  Grid_-121_38  
15432   7.3040  1.014466  Grid_-121_38  
15433   7.5153  0.912426  Grid_-121_38  
15434   8.2988  0.797965  Grid_-121_38  
15435   9.1618  0.752114  Grid_-121_38  
15436   9.1380  0.870418  Grid_-121_38  
15437   9.8351  0.793925  Grid_-121_38  
17716  14.5858  0.807961  Grid_-121_38  
17717  14.6046  0.732408  Grid_-121_38  
17719  13.3665  0.909025  Grid_-121_38  
17720  13.9171  0.821707  Grid_-121_38  
17721  14.6865  0.846507  Grid_-121_38  
17722  14.7943  0.752114  Grid_-121_38  
17723  13.1233  0.734627  Grid_-121_38  
17724  13.2303  0.857649  Grid_-121_38  , 'Grid_-122_34':             Date         Time         Year         X        Y  Magnitude  \
415   1960-11-27  21:46:54.00  1960.907570 -121.7080  34.1808       3.34   
625   1961-05-18   9:05:53.00  1961.379089 -121.3780  34.4927       3.10   
626   1961-05-19   9:10:41.00  1961.382422 -121.3393  34.5177       3.21   
627   1961-05-20   9:12:19.00  1961.383563 -121.3120  34.5308       3.01   
628   1961-05-20   9:13:26.00  1961.384337 -121.2906  34.5535       3.18   
...          ...          ...          ...       ...      ...        ...   
26886 2013-10-19  19:13:19.00  2013.800917 -121.4367  34.5557       3.74   
26984 2013-12-26  23:40:32.00  2013.986483 -121.3780  34.4927       3.36   
27149 2014-04-18   7:09:41.00  2014.298396 -121.5720  34.4127       3.05   
29022 2017-08-14  14:53:31.00  2017.620500 -121.4923  34.6177       3.65   
30606 2020-09-02  16:08:57.00  2020.672884 -121.4367  34.5557       3.13   

           Z\r    Energy    grid_label  
415    18.3982  0.803981  Grid_-122_34  
625    12.0009  0.754268  Grid_-122_34  
626    11.9950  0.777514  Grid_-122_34  
627    13.2267  0.734627  Grid_-122_34  
628    13.6173  0.771254  Grid_-122_34  
...        ...       ...           ...  
26886   0.8033  0.879390  Grid_-122_34  
26984   3.5385  0.807961  Grid_-122_34  
27149   0.2168  0.743428  Grid_-122_34  
29022   2.8665  0.863151  Grid_-122_34  
30606   7.9730  0.760689  Grid_-122_34  

[76 rows x 9 columns], 'Grid_-122_35':             Date         Time         Year         X        Y  Magnitude  \
297   1960-08-03  14:10:39.00  1960.590740 -121.0662  35.7077       3.08   
310   1960-08-16  15:01:07.00  1960.625785 -121.0968  35.6483       3.05   
409   1960-11-22  21:27:40.00  1960.894215 -121.1468  35.6995       3.05   
710   1961-07-29  13:49:08.00  1961.575790 -121.1167  35.6910       3.02   
769   1961-09-20  17:20:41.00  1961.722704 -121.0537  35.6457       4.01   
...          ...          ...          ...       ...      ...        ...   
29894 2019-05-02   8:03:31.00  2019.335779 -121.1877  35.6055       4.04   
29941 2019-06-06  10:22:28.00  2019.432279 -121.0485  35.6828       3.34   
29942 2019-06-07  10:24:44.00  2019.433848 -121.0221  35.6552       3.85   
29943 2019-06-07  10:26:47.00  2019.435272 -121.0083  35.6864       3.15   
29947 2019-06-08  10:30:27.00  2019.437817 -121.2710  35.5260       3.30   

           Z\r    Energy    grid_label  
297    20.0000  0.749953  Grid_-122_35  
310    19.6903  0.743428  Grid_-122_35  
409    18.2645  0.743428  Grid_-122_35  
710    14.9854  0.736838  Grid_-122_35  
769    10.8540  0.925861  Grid_-122_35  
...        ...       ...           ...  
29894  19.6928  0.930830  Grid_-122_35  
29941  13.6987  0.803981  Grid_-122_35  
29942  13.3982  0.898715  Grid_-122_35  
29943  12.6854  0.764935  Grid_-122_35  
29947  11.7881  0.795948  Grid_-122_35  

[211 rows x 9 columns], 'Grid_-122_36':             Date         Time         Year         X        Y  Magnitude  \
347   1960-09-24  17:37:45.00  1960.734553 -121.2915  36.6647       3.36   
351   1960-09-27  17:49:42.00  1960.742858 -121.3217  36.6907       4.11   
367   1960-10-15  18:59:47.00  1960.791519 -121.2740  36.6455       3.64   
376   1960-10-23  19:30:46.00  1960.813034 -121.0930  36.5530       3.74   
408   1960-11-22  21:27:31.00  1960.894110 -121.2010  36.6020       3.41   
...          ...          ...          ...       ...      ...        ...   
30781 2021-01-23   1:32:51.00  2021.064488 -121.0935  36.5195       3.06   
31545 2022-07-25  13:33:28.00  2022.564913 -121.6845  36.9588       3.17   
31587 2022-08-26  15:40:56.00  2022.653427 -121.6978  36.7893       3.36   
31595 2022-09-02  16:07:01.00  2022.671543 -121.6762  36.9485       3.36   
31735 2022-12-17  23:06:45.00  2022.963023 -121.6327  36.9023       3.21   

           Z\r    Energy    grid_label  
347    17.3160  0.807961  Grid_-122_36  
351    13.2000  0.942282  Grid_-122_36  
367    14.2062  0.861322  Grid_-122_36  
376    14.5122  0.879390  Grid_-122_36  
408    18.7716  0.817808  Grid_-122_36  
...        ...       ...           ...  
30781  14.3889  0.745610  Grid_-122_36  
31545   8.4758  0.769154  Grid_-122_36  
31587   3.2684  0.807961  Grid_-122_36  
31595   3.9293  0.807961  Grid_-122_36  
31735   5.3193  0.777514  Grid_-122_36  

[1145 rows x 9 columns], 'Grid_-122_37':             Date         Time         Year         X        Y  Magnitude  \
300   1960-08-05  14:21:26.00  1960.598219 -121.8062  37.0038       3.18   
333   1960-09-09  16:38:59.00  1960.693750 -121.6720  37.3115       3.90   
360   1960-10-09  18:35:02.00  1960.774330 -121.5112  37.0972       3.69   
361   1960-10-10  18:39:11.00  1960.777219 -121.9817  37.1630       3.04   
375   1960-10-22  19:28:19.00  1960.811334 -121.7245  37.0333       3.45   
...          ...          ...          ...       ...      ...        ...   
30709 2020-11-23  21:32:51.00  2020.897813 -121.6635  37.2927       3.05   
30752 2020-12-28  23:48:30.00  2020.992018 -121.7122  37.3552       3.10   
31543 2022-07-24  13:32:19.00  2022.564117 -121.7568  37.8187       3.52   
31558 2022-08-02  14:06:00.00  2022.587510 -121.5105  37.8327       3.35   
31613 2022-09-16  17:04:13.00  2022.711267 -121.9860  37.1193       3.17   

           Z\r    Energy    grid_label  
300    19.7040  0.771254  Grid_-122_37  
333    18.4034  0.907318  Grid_-122_37  
360    12.8749  0.870418  Grid_-122_37  
361    13.0227  0.741238  Grid_-122_37  
375    14.5285  0.825583  Grid_-122_37  
...        ...       ...           ...  
30709  12.2276  0.743428  Grid_-122_37  
30752  13.8633  0.754268  Grid_-122_37  
31543   8.6992  0.838974  Grid_-122_37  
31558   8.4166  0.805974  Grid_-122_37  
31613   0.0000  0.769154  Grid_-122_37  

[710 rows x 9 columns], 'Grid_-122_38':             Date         Time         Year         X        Y  Magnitude  \
403   1960-11-19  21:17:15.00  1960.886987 -121.9027  38.6305       3.46   
772   1961-09-21  17:23:37.00  1961.724742 -121.8563  38.0588       3.07   
7898  1975-08-29  15:51:11.00  1975.660551 -121.9755  38.9828       3.60   
7944  1975-09-29  17:56:49.00  1975.747797 -121.9578  38.8498       3.00   
7945  1975-09-30  18:00:21.00  1975.750252 -121.9516  38.8789       3.02   
...          ...          ...          ...       ...      ...        ...   
20398 2000-10-31  20:02:16.00  2000.834918 -121.8563  38.0588       3.11   
20399 2000-10-31  20:03:51.00  2000.836013 -121.8064  38.1053       3.96   
22814 2005-07-25  13:34:40.00  2005.565747 -121.8563  38.0588       3.07   
26357 2012-10-06  18:24:48.00  2012.767230 -121.8563  38.0588       4.85   
28845 2017-04-04   6:10:57.00  2017.257613 -121.9027  38.6305       3.45   

           Z\r    Energy    grid_label  
403    18.8308  0.827512  Grid_-122_38  
772    10.9845  0.747785  Grid_-122_38  
7898   18.6476  0.853956  Grid_-122_38  
7944   17.4549  0.732408  Grid_-122_38  
7945   16.7869  0.736838  Grid_-122_38  
...        ...       ...           ...  
20398   9.5018  0.756415  Grid_-122_38  
20399   9.8918  0.917496  Grid_-122_38  
22814   3.7425  0.747785  Grid_-122_38  
26357   3.4637  1.052652  Grid_-122_38  
28845  17.6186  0.825583  Grid_-122_38  

[133 rows x 9 columns], 'Grid_-123_36':             Date         Time         Year         X        Y  Magnitude  \
338   1960-09-14  16:58:13.00  1960.707099 -122.1450  36.8000       3.09   
1547  1963-04-09   6:34:10.00  1963.273733 -122.1450  36.8000       3.02   
8241  1976-04-11   6:42:39.00  1976.279620 -122.1695  36.8987       3.18   
9678  1979-03-06   4:19:26.00  1979.180164 -122.1850  36.6470       3.48   
9877  1979-08-11  14:41:23.00  1979.612082 -122.1830  36.8000       3.48   
...          ...          ...          ...       ...      ...        ...   
24768 2009-05-01   7:59:50.00  2009.333222 -122.1830  36.8000       3.02   
25055 2009-12-14  22:55:53.00  2009.955482 -122.1830  36.8000       3.76   
25176 2010-03-19   5:09:13.00  2010.214739 -122.1695  36.8987       3.10   
25880 2011-10-10  18:36:41.00  2011.775483 -122.1695  36.8987       3.46   
26994 2014-01-02   0:09:47.00  2014.006799 -122.1450  36.8000       3.05   

           Z\r    Energy    grid_label  
338    19.2510  0.752114  Grid_-123_36  
1547    1.4424  0.736838  Grid_-123_36  
8241    4.5129  0.771254  Grid_-123_36  
9678   15.6712  0.831355  Grid_-123_36  
9877   20.0000  0.831355  Grid_-123_36  
...        ...       ...           ...  
24768   0.4614  0.736838  Grid_-123_36  
25055   8.1584  0.882946  Grid_-123_36  
25176  11.1357  0.754268  Grid_-123_36  
25880   1.0827  0.827512  Grid_-123_36  
26994   6.3803  0.743428  Grid_-123_36  

[63 rows x 9 columns], 'Grid_-123_37':             Date         Time         Year         X        Y  Magnitude  \
238   1960-06-26  11:42:02.00  1960.487523 -122.1113  37.8965       3.00   
309   1960-08-16  15:01:05.00  1960.625764 -122.2852  37.9152       3.21   
519   1961-02-26   3:45:46.00  1961.156786 -122.1208  37.7412       3.89   
714   1961-08-03  14:12:02.00  1961.591691 -122.2852  37.9152       3.41   
744   1961-08-22  15:25:52.00  1961.642967 -122.0023  37.8622       3.13   
...          ...          ...          ...       ...      ...        ...   
30665 2020-10-18  19:12:04.00  2020.800050 -122.0335  37.1748       4.69   
30796 2021-02-09   2:40:09.00  2021.111218 -122.5705  37.1527       3.29   
30797 2021-02-10   2:43:07.00  2021.113282 -122.5736  37.1049       3.59   
30800 2021-02-10   2:45:15.00  2021.114759 -122.1607  37.9262       4.65   
31710 2022-11-30  21:59:15.00  2022.916154 -122.0570  37.9380       3.97   

           Z\r    Energy    grid_label  
238    16.4703  0.732408  Grid_-123_37  
309    18.9467  0.777514  Grid_-123_37  
519    18.8278  0.905606  Grid_-123_37  
714    15.6022  0.817808  Grid_-123_37  
744    14.0735  0.760689  Grid_-123_37  
...        ...       ...           ...  
30665  16.0268  1.030288  Grid_-123_37  
30796  14.1791  0.793925  Grid_-123_37  
30797  12.4336  0.852101  Grid_-123_37  
30800  12.2746  1.024578  Grid_-123_37  
31710   1.3928  0.919177  Grid_-123_37  

[137 rows x 9 columns], 'Grid_-123_38':             Date         Time         Year         X        Y  Magnitude  \
308   1960-08-13  14:52:36.00  1960.619872 -122.7435  38.6830       3.12   
348   1960-09-24  17:37:48.00  1960.734594 -122.7768  38.7895       3.03   
681   1961-07-05  12:16:16.00  1961.511307 -122.7353  38.7958       3.01   
763   1961-09-14  16:57:50.00  1961.706830 -122.9098  38.6807       3.24   
1347  1962-11-15  21:01:35.00  1962.876100 -122.8537  38.8433       3.37   
...          ...          ...          ...       ...      ...        ...   
30602 2020-08-28  15:49:01.00  2020.659045 -122.9138  38.7693       4.17   
30759 2021-01-04   0:17:43.00  2021.012310 -122.8260  38.3210       4.17   
31540 2022-07-21  13:18:09.00  2022.554276 -122.6250  38.9305       3.21   
31549 2022-07-29  13:48:47.00  2022.575544 -122.7433  38.7850       3.41   
31733 2022-12-16  23:01:58.00  2022.959707 -122.7472  38.8302       3.22   

           Z\r    Energy    grid_label  
308    18.7852  0.758555  Grid_-123_38  
348    15.2532  0.739042  Grid_-123_38  
681    12.7876  0.734627  Grid_-123_38  
763    11.6497  0.783716  Grid_-123_38  
1347   17.2956  0.809942  Grid_-123_38  
...        ...       ...           ...  
30602   6.8068  0.951944  Grid_-123_38  
30759  13.7957  0.951944  Grid_-123_38  
31540   7.7905  0.777514  Grid_-123_38  
31549   9.1237  0.817808  Grid_-123_38  
31733   6.0944  0.779588  Grid_-123_38  

[555 rows x 9 columns]}
70
{'Grid_-114_32':        latitude  longitude   depth   mag magType  nst    gap   dmin    rms  \
10377    32.448   -113.719   5.967  3.21      mc    0  326.1  0.713  0.296   
20862    32.419   -113.773  -0.033  3.53      mc    0  306.4    NaN  0.234   
20874    32.390   -113.800       6  3.10      ml  NaN    NaN    NaN    NaN   
20991    32.225   -113.681  -0.039  3.04      mc    0  304.2    NaN  0.446   
21127    32.471   -113.890  -0.033  3.28      mc    0    299    NaN  0.417   
21243    32.475   -113.989  -0.025  3.08      mc    0      0    NaN  0.262   
21676    32.324   -113.912  -0.011  3.07      mc    0      0    NaN  0.467   

      net  ... horizontalError depthError magError magNst    status  \
10377  ci  ...             NaN        NaN      NaN      3  reviewed   
20862  ci  ...             NaN        NaN      NaN     45  reviewed   
20874  us  ...             NaN        NaN      NaN    NaN  reviewed   
20991  ci  ...             NaN        NaN      NaN     18  reviewed   
21127  ci  ...             NaN        NaN      NaN     33  reviewed   
21243  ci  ...             NaN        NaN      NaN     29  reviewed   
21676  ci  ...             NaN        NaN      NaN     24  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
10377             ci        ci\r  2001-01-17  0.777514  Grid_-114_32  
20862             ci        ci\r  1986-04-19  0.840865  Grid_-114_32  
20874            pas       pas\r  1986-04-05  0.754268  Grid_-114_32  
20991             ci        ci\r  1985-12-21  0.741238  Grid_-114_32  
21127             ci        ci\r  1985-08-17  0.791896  Grid_-114_32  
21243             ci        ci\r  1985-05-25  0.749953  Grid_-114_32  
21676             ci        ci\r  1984-10-07  0.747785  Grid_-114_32  

[7 rows x 24 columns], 'Grid_-114_33':        latitude  longitude  depth   mag magType nst    gap   dmin    rms net  \
27007    33.048   -113.946  21.21  3.00      mh   0    291   0.74  0.232  ci   
27603    33.871   -113.702      3  3.78      mh   0  343.8  4.316      0  ci   

       ... horizontalError depthError magError magNst    status  \
27007  ...             NaN     10.465      NaN      0  reviewed   
27603  ...             NaN      1.967      NaN      6  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
27007             ci        ci\r  1978-02-06  0.732408  Grid_-114_33  
27603             ci        ci\r  1976-11-10  0.886483  Grid_-114_33  

[2 rows x 24 columns], 'Grid_-114_34':        latitude  longitude depth  mag magType  nst  gap dmin  rms net  ...  \
19660    34.853   -113.732     5  3.0      ml  NaN  NaN  NaN  0.4  us  ...   

      horizontalError depthError magError magNst    status locationSource  \
19660             NaN        NaN      NaN    NaN  reviewed             us   

      magSource\r        Date    Energy    grid_label  
19660        us\r  1987-09-20  0.732408  Grid_-114_34  

[1 rows x 24 columns], 'Grid_-114_35':         latitude   longitude  depth   mag magType nst  gap    dmin    rms net  \
7847   35.066833 -113.888167  6.225  3.18      ml   2  347  0.8376   0.02  ci   
17232  35.516000 -113.584000  4.739  3.02      md   0  259     NaN  0.953  ci   
27068  35.366000 -113.978333   0.01  3.00      mh   6  301   1.197    0.2  ci   

       ... horizontalError depthError magError magNst    status  \
7847   ...            3.32      31.61    0.128     81  reviewed   
17232  ...             NaN        NaN      NaN     12  reviewed   
27068  ...            3.04      31.61      NaN      0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
7847              ci        ci\r  2008-01-05  0.771254  Grid_-114_35  
17232             ci        ci\r  1992-03-13  0.736838  Grid_-114_35  
27068             ci        ci\r  1977-12-23  0.732408  Grid_-114_35  

[3 rows x 24 columns], 'Grid_-114_36':         latitude   longitude  depth   mag magType  nst   gap     dmin   rms  \
3167   36.383700 -113.787000  13.69  3.50     mwr  NaN    37    0.763  0.34   
3168   36.390500 -113.824100   6.39  3.80     mwr  NaN    26    0.762  0.49   
3581   36.545700 -113.875500   5.18  3.40     mwr  NaN    44    0.604  0.47   
3612   36.982667 -113.562667  13.27  3.43      ml   30   103  0.07349  0.21   
3959   36.490900 -113.995400      5  3.80      ml  NaN    15     0.66  0.68   
4779   36.572700 -113.870300      5  3.30     mwr  NaN    26    0.667   0.8   
5381   36.666000 -113.794000    0.3  3.40      md   83  23.1      NaN   NaN   
7605   36.465000 -113.581000      5  3.70     mwr   36  47.1      NaN  1.04   
8437   36.185000 -113.854000      5  3.20      ml   37  68.7      NaN  0.91   
12011  36.281000 -113.984000      5  3.30      ml  NaN   NaN      NaN  0.83   
26219  36.796000 -113.984000      5  3.70      ml  NaN   NaN      NaN   NaN   

      net  ... horizontalError depthError magError magNst    status  \
3167   us  ...             2.4        8.6    0.033     88  reviewed   
3168   us  ...             1.1        5.3    0.031    101  reviewed   
3581   us  ...             1.3        7.4    0.063     24  reviewed   
3612   uu  ...            0.54        0.3    0.187     19  reviewed   
3959   us  ...             2.5        1.9    0.029    152  reviewed   
4779   us  ...             NaN          2      NaN    NaN  reviewed   
5381   us  ...             NaN        NaN      NaN    NaN  reviewed   
7605   us  ...             NaN        NaN      NaN    NaN  reviewed   
8437   us  ...             NaN        NaN      NaN    NaN  reviewed   
12011  us  ...             NaN        NaN      NaN    NaN  reviewed   
26219  us  ...             NaN        NaN      NaN    NaN  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
3167              us        us\r  2019-06-29  0.835175  Grid_-114_36  
3168              us        us\r  2019-06-29  0.890001  Grid_-114_36  
3581              us        us\r  2017-08-28  0.815850  Grid_-114_36  
3612              uu        uu\r  2017-07-12  0.821707  Grid_-114_36  
3959              us        us\r  2016-04-17  0.890001  Grid_-114_36  
4779              us        nn\r  2014-01-10  0.795948  Grid_-114_36  
5381             slc       slc\r  2011-12-14  0.815850  Grid_-114_36  
7605              us       slm\r  2008-03-27  0.872222  Grid_-114_36  
8437              us        us\r  2005-11-20  0.775434  Grid_-114_36  
12011             us        us\r  1998-08-22  0.795948  Grid_-114_36  
26219             us        gs\r  1979-08-05  0.872222  Grid_-114_36  

[11 rows x 24 columns], 'Grid_-114_37':         latitude   longitude   depth   mag magType nst    gap     dmin    rms  \
3297   37.494667 -113.849167    8.89  3.82      ml  21     75  0.03338    0.2   
3961   37.499667 -113.938167    4.06  3.43      ml  17     87  0.07489   0.14   
4023   37.512167 -113.921667    1.03  4.24      ml  21     59  0.07199   0.23   
4029   37.505667 -113.939167    1.64  3.32      ml  21     76    0.079   0.14   
4701   37.345500 -113.799667   -0.68  3.48      ml  22     65   0.1247   0.16   
5329   37.333000 -113.792000    6.95  3.07      ml  13    147   0.2114   0.23   
5364   37.380167 -113.844333    11.5  3.04      ml  12    187   0.2387    0.2   
13018  37.050000 -113.943000       0  4.16      md   0  352.8    3.245  6.256   
13260  37.501167 -113.955333    3.99  3.11      ml  12    195   0.3514   0.27   
13530  37.655167 -113.779000   14.52  3.08      md  12    281   0.2995   0.34   
13883  37.857500 -113.725333     5.2  3.14      md  11    258   0.2361   0.14   
18652  37.607667 -113.968833   11.37  3.92      md   6    205      NaN   0.13   
18655  37.261500 -113.860333    5.58  3.00      md   6    233      NaN    0.3   
18708  37.133167 -113.866333   -0.36  3.09      md   7    244   0.7363   0.25   
19030  37.084500 -113.803167     1.5  3.42      md  11    159   0.9093   0.31   
19944  37.777833 -113.820667     7.2  3.48      md  13    145   0.3015   0.38   
21214  37.797333 -113.777667   25.65  3.07      md  15    150   0.5753   0.38   
21523  37.075500 -113.560667   -0.66  3.21      md  11    207   0.7157   0.39   
22916  37.345667 -113.960833  -1.251  3.50      mh   9    322      NaN   1.57   
30683  37.000000 -114.000000       6  3.77      ml   5    322    2.833   1.83   

      net  ... horizontalError depthError magError magNst    status  \
3297   uu  ...            0.39       0.57    0.155     20  reviewed   
3961   uu  ...            0.52       0.81    0.254     21  reviewed   
4023   uu  ...            0.48       1.22    0.207     11  reviewed   
4029   uu  ...            0.38       0.93    0.257     20  reviewed   
4701   uu  ...            0.32        1.5    0.138     19  reviewed   
5329   uu  ...            0.74       1.22      NaN      5  reviewed   
5364   uu  ...            0.99       0.85      NaN      4  reviewed   
13018  ci  ...             NaN      0.044      NaN      1  reviewed   
13260  uu  ...            1.77       1.07      NaN      2  reviewed   
13530  uu  ...            6.28       1.36      NaN      9  reviewed   
13883  uu  ...            1.99       0.89      NaN      7  reviewed   
18652  uu  ...            9.33       2.24      NaN      5  reviewed   
18655  uu  ...            4.46       1.84      NaN      3  reviewed   
18708  uu  ...            4.54        2.9      NaN      1  reviewed   
19030  uu  ...            1.12          3      NaN      4  reviewed   
19944  uu  ...             1.3       1.17      NaN      7  reviewed   
21214  uu  ...             2.3       13.8      NaN      3  reviewed   
21523  uu  ...             1.5       3.58      NaN      8  reviewed   
22916  ci  ...              99      31.61     0.25      9  reviewed   
30683  ci  ...              99      31.61    0.134      3  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
3297              uu        uu\r  2019-01-16  0.893500  Grid_-114_37  
3961              uu        uu\r  2016-04-13  0.821707  Grid_-114_37  
4023              uu        uu\r  2016-01-15  0.963042  Grid_-114_37  
4029              uu        uu\r  2016-01-09  0.799977  Grid_-114_37  
4701              uu        uu\r  2014-04-04  0.831355  Grid_-114_37  
5329              uu        uu\r  2012-02-29  0.747785  Grid_-114_37  
5364              uu        uu\r  2012-01-24  0.741238  Grid_-114_37  
13018             ci        ci\r  1996-07-22  0.950343  Grid_-114_37  
13260             uu        uu\r  1995-12-29  0.756415  Grid_-114_37  
13530             uu        uu\r  1995-06-18  0.749953  Grid_-114_37  
13883             uu        uu\r  1994-09-16  0.762815  Grid_-114_37  
18652             uu        uu\r  1989-05-01  0.910728  Grid_-114_37  
18655             uu        uu\r  1989-04-30  0.732408  Grid_-114_37  
18708             uu        uu\r  1989-03-10  0.752114  Grid_-114_37  
19030             uu        uu\r  1988-08-21  0.819760  Grid_-114_37  
19944             uu        uu\r  1987-02-14  0.831355  Grid_-114_37  
21214             uu        uu\r  1985-06-19  0.747785  Grid_-114_37  
21523             uu        uu\r  1984-11-25  0.777514  Grid_-114_37  
22916             ci        ci\r  1983-02-08  0.835175  Grid_-114_37  
30683             ci        ci\r  1970-11-03  0.884717  Grid_-114_37  

[20 rows x 24 columns], 'Grid_-115_32':         latitude   longitude   depth   mag magType  nst    gap    dmin    rms  \
6381   32.186333 -114.963833  14.431  3.07      ml    7    263  0.1503   0.22   
8425   32.237667 -114.946167   5.983  3.10      ml   14    287  0.5012   0.54   
8427   32.223833 -114.984167   5.983  3.25      ml   16    286  0.5139   0.34   
9994   32.306000 -114.968500   6.863  3.18      ml    7  275.4  0.6411    0.3   
9996   32.339500 -114.990333   6.843  3.41      ml    7  277.3  0.6035   0.48   
10000  32.312500 -114.995000   6.712  3.16      ml    5  278.9  0.6221   0.43   
10383  32.311333 -114.923500   5.981  3.20      ml   10  236.6  0.3955   0.39   
10428  32.278000 -114.884000   5.094  4.06      ml    0  326.6     1.1  0.268   
14739  32.433000 -115.000000    5.98  3.01      mc    0    247  0.3056    0.2   
14745  32.249000 -114.970000   5.962  3.00      mh    0  246.9  0.4654  0.264   
18785  32.432000 -114.605000     7.1  3.18      mc    0  272.7     NaN  0.091   
18786  32.401000 -114.600000    5.98  3.40      mc    0  280.6     NaN  0.107   
18787  32.494000 -114.626000   0.954  3.42      mc    0    199     NaN  0.068   
20897  32.476000 -114.077000       0  3.40      ml  NaN    NaN     NaN    0.8   
20964  32.534000 -114.074000    5.84  3.04      mc    0    300     NaN   0.28   
21202  32.288000 -114.714000   5.828  3.07      mc    0  259.2     NaN  0.222   
21320  32.500000 -114.030000       6  3.30      ml  NaN    NaN     NaN    NaN   
21799  32.462000 -114.008000   5.975  3.30      mc    0  293.5     NaN  0.441   
22480  32.217000 -114.883000       5  3.50      ml  NaN    NaN     NaN    NaN   
23602  32.515000 -114.759000   5.843  3.32      mc    0  199.3     NaN  0.366   
24173  32.567000 -114.683000       5  3.10      ml  NaN    NaN     NaN    NaN   
25709  32.237167 -114.391167       6  3.08      ml    8    307  0.3444   0.37   
28805  32.190000 -114.845000       6  3.07      mh    0  289.5  0.8592  0.625   
31547  32.388000 -114.988833       6  3.29      mh    3    305   1.425   0.13   
32149  32.456500 -114.763167       6  4.40      mh    3    309   1.448   1.11   
32845  32.196000 -114.997500     6.0  3.70      mh  4.0  309.0   1.496   0.99   

      net  ... horizontalError depthError magError magNst    status  \
6381   ci  ...            3.59      31.61    0.185     17  reviewed   
8425   ci  ...            2.48      31.61    0.169     45  reviewed   
8427   ci  ...            2.17      31.61    0.149     55  reviewed   
9994   ci  ...            4.37      27.74    0.341     22  reviewed   
9996   ci  ...            3.11      41.43    0.311      7  reviewed   
10000  ci  ...            5.77      37.92    0.289      7  reviewed   
10383  ci  ...            7.56      31.61      NaN     20  reviewed   
10428  ci  ...             NaN        NaN      NaN      3  reviewed   
14739  ci  ...             NaN        NaN      NaN     41  reviewed   
14745  ci  ...             NaN        NaN      NaN      0  reviewed   
18785  ci  ...             NaN     15.943      NaN     17  reviewed   
18786  ci  ...             NaN        NaN      NaN     33  reviewed   
18787  ci  ...             NaN        NaN      NaN     31  reviewed   
20897  us  ...             NaN        NaN      NaN    NaN  reviewed   
20964  ci  ...             NaN        NaN      NaN     24  reviewed   
21202  ci  ...             NaN        NaN      NaN     42  reviewed   
21320  us  ...             NaN        NaN      NaN    NaN  reviewed   
21799  ci  ...             NaN        NaN      NaN     38  reviewed   
22480  us  ...             NaN        NaN      NaN    NaN  reviewed   
23602  ci  ...             NaN        NaN      NaN     15  reviewed   
24173  us  ...             NaN        NaN      NaN    NaN  reviewed   
25709  ci  ...            3.36      31.61    0.012      6  reviewed   
28805  ci  ...             NaN        NaN      NaN      8  reviewed   
31547  ci  ...            3.74      31.61     0.12     16  reviewed   
32149  ci  ...           20.17      31.61      NaN      0  reviewed   
32845  ci  ...           10.53      31.61      NaN    0.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
6381              ci        ci\r  2010-04-10  0.747785  Grid_-115_32  
8425              ci        ci\r  2005-12-01  0.754268  Grid_-115_32  
8427              ci        ci\r  2005-12-01  0.785770  Grid_-115_32  
9994              ci        ci\r  2002-01-05  0.771254  Grid_-115_32  
9996              ci        ci\r  2002-01-05  0.817808  Grid_-115_32  
10000             ci        ci\r  2002-01-05  0.767048  Grid_-115_32  
10383             ci        ci\r  2001-01-07  0.775434  Grid_-115_32  
10428             ci        ci\r  2000-12-04  0.934122  Grid_-115_32  
14739             ci        ci\r  1993-10-29  0.734627  Grid_-115_32  
14745             ci        ci\r  1993-10-26  0.732408  Grid_-115_32  
18785             ci        ci\r  1989-02-06  0.771254  Grid_-115_32  
18786             ci        ci\r  1989-02-05  0.815850  Grid_-115_32  
18787             ci        ci\r  1989-02-05  0.819760  Grid_-115_32  
20897             us       pas\r  1986-03-24  0.815850  Grid_-115_32  
20964             ci        ci\r  1986-01-19  0.741238  Grid_-115_32  
21202             ci        ci\r  1985-07-06  0.747785  Grid_-115_32  
21320            pas       pas\r  1985-03-30  0.795948  Grid_-115_32  
21799             ci        ci\r  1984-07-07  0.795948  Grid_-115_32  
22480            pas       pas\r  1983-06-04  0.835175  Grid_-115_32  
23602             ci        ci\r  1982-02-02  0.799977  Grid_-115_32  
24173            pas       pas\r  1981-03-16  0.754268  Grid_-115_32  
25709             ci        ci\r  1980-01-08  0.749953  Grid_-115_32  
28805             ci        ci\r  1975-04-28  0.747785  Grid_-115_32  
31547             ci        ci\r  1967-09-26  0.793925  Grid_-115_32  
32149             ci        ci\r  1964-05-15  0.987736  Grid_-115_32  
32845             ci        ci\r  1960-08-10  0.872222  Grid_-115_32  

[26 rows x 24 columns], 'Grid_-115_33':         latitude  longitude   depth   mag magType nst    gap     dmin    rms  \
12683  33.082000   -114.958  -0.113  3.72      mc   0  164.9   0.1108  0.076   
12742  33.077000   -114.963   -0.11  3.08      mc   0    196   0.1053  0.083   
12964  33.067000   -114.928  -0.093  3.67      mc   0  169.9   0.1035  0.254   
13644  33.064000   -114.940  -0.113  3.10      mc   0  166.8  0.09696  0.098   
17295  33.867000   -114.294  -0.259  3.37      mc   0  257.7      NaN  0.486   
18514  33.570167   -114.458   5.682  3.22      mc  26    252      NaN   0.63   
19371  33.060000   -115.000  -0.459  3.39      mc   0    165   0.1455  0.055   
22925  33.255000   -114.680   -0.42  3.26      mc   0  228.1   0.2375  0.295   
23134  33.385000   -114.523   5.967  3.05      mc   0  278.8      NaN  3.909   

      net  ... horizontalError depthError magError magNst    status  \
12683  ci  ...             NaN        NaN      NaN     10  reviewed   
12742  ci  ...             NaN        NaN      NaN      7  reviewed   
12964  ci  ...             NaN        NaN      NaN      8  reviewed   
13644  ci  ...             NaN        NaN      NaN      9  reviewed   
17295  ci  ...             NaN        NaN      NaN      1  reviewed   
18514  ci  ...            4.26      31.61      NaN     34  reviewed   
19371  ci  ...             NaN        NaN      NaN      8  reviewed   
22925  ci  ...             NaN        NaN      NaN     11  reviewed   
23134  ci  ...             NaN        NaN      NaN      9  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
12683             ci        ci\r  1997-06-20  0.875816  Grid_-115_33  
12742             ci        ci\r  1997-04-21  0.749953  Grid_-115_33  
12964             ci        ci\r  1996-09-24  0.866794  Grid_-115_33  
13644             ci        ci\r  1995-02-25  0.754268  Grid_-115_33  
17295             ci        ci\r  1992-01-06  0.809942  Grid_-115_33  
18514             ci        ci\r  1989-09-21  0.779588  Grid_-115_33  
19371             ci        ci\r  1987-11-30  0.813887  Grid_-115_33  
22925             ci        ci\r  1983-02-02  0.787818  Grid_-115_33  
23134             ci        ci\r  1982-10-22  0.743428  Grid_-115_33  

[9 rows x 24 columns], 'Grid_-115_35':         latitude   longitude   depth   mag magType  nst    gap    dmin    rms  \
12943  35.876000 -114.644000       5  3.70      ml  NaN    NaN     NaN   0.52   
13188  35.919000 -114.679000       5  3.40      ml  NaN    NaN     NaN    0.6   
13695  35.957000 -114.863000       5  3.60      ml  NaN    NaN     NaN    0.7   
19082  35.918000 -114.916000       5  3.70      ml  NaN    NaN     NaN    0.7   
19148  35.933000 -114.896000       5  3.20      ml  NaN    NaN     NaN    0.5   
19175  35.974000 -114.995000       0  3.00      ml  NaN    NaN     NaN    0.6   
19231  35.918000 -114.922000       5  3.10      ml  NaN    NaN     NaN    0.4   
19239  35.889000 -114.924000       5  3.40      ml  NaN    NaN     NaN    0.8   
19258  35.910000 -114.937000       5  3.70      ml  NaN    NaN     NaN    0.4   
21135  35.976000 -114.644000       5  3.30      ml  NaN    NaN     NaN    0.7   
22533  35.000000 -114.500000  -0.629  3.09      mc    0  337.1  0.9631  1.838   
22893  35.973000 -114.711000       5  3.90      ml  NaN    NaN     NaN    0.7   
23098  35.943000 -114.317000   5.073  3.12      mc    0  259.2     NaN   0.94   
24180  35.948000 -114.799000       2  3.20      ml  NaN    NaN     NaN    0.4   
24181  35.913500 -114.716167   4.739  3.04      mc   16    166     NaN   0.87   
31751  35.470167 -114.594500       6  3.76      ml    7    267   1.815   0.79   
32045  35.958833 -114.654667       6  3.61      ml    3    293   1.871   0.73   
32383  35.979833 -114.880167       6  3.14      ml    6    289   1.708   0.66   
32388  35.912333 -114.983333       6  3.11      ml    5    259   1.605   0.72   
32389  35.961500 -114.861333       6  4.82      ml   13    264   1.715   0.62   

      net  ... horizontalError depthError magError magNst    status  \
12943  us  ...             NaN        NaN      NaN    NaN  reviewed   
13188  us  ...             NaN        NaN      NaN    NaN  reviewed   
13695  us  ...             NaN        NaN      NaN    NaN  reviewed   
19082  us  ...             NaN        NaN      NaN    NaN  reviewed   
19148  us  ...             NaN        NaN      NaN    NaN  reviewed   
19175  us  ...             NaN        NaN      NaN    NaN  reviewed   
19231  us  ...             NaN        NaN      NaN    NaN  reviewed   
19239  us  ...             NaN        NaN      NaN    NaN  reviewed   
19258  us  ...             NaN        NaN      NaN    NaN  reviewed   
21135  us  ...             NaN        NaN      NaN    NaN  reviewed   
22533  ci  ...             NaN        NaN      NaN     17  reviewed   
22893  us  ...             NaN        NaN      NaN    NaN  reviewed   
23098  ci  ...             NaN        NaN      NaN      1  reviewed   
24180  us  ...             NaN        NaN      NaN    NaN  reviewed   
24181  ci  ...            4.39      31.61      NaN     20  reviewed   
31751  ci  ...             5.5      31.61    0.075      6  reviewed   
32045  ci  ...            8.67      31.61    0.081      4  reviewed   
32383  ci  ...           10.65      31.61    0.035      4  reviewed   
32388  ci  ...            5.05      31.61    0.035      4  reviewed   
32389  ci  ...            5.44      31.61    0.174     12  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
12943             us        us\r  1996-10-22  0.872222  Grid_-115_35  
13188             us       gs$\r  1996-01-31  0.815850  Grid_-115_35  
13695             us       gs$\r  1995-01-01  0.853956  Grid_-115_35  
19082             us       oth\r  1988-07-04  0.872222  Grid_-115_35  
19148             us       pas\r  1988-05-28  0.775434  Grid_-115_35  
19175             us       pas\r  1988-05-04  0.732408  Grid_-115_35  
19231             us       pas\r  1988-03-17  0.754268  Grid_-115_35  
19239             us       pas\r  1988-03-07  0.815850  Grid_-115_35  
19258             us       oth\r  1988-02-23  0.872222  Grid_-115_35  
21135             us       pas\r  1985-08-12  0.795948  Grid_-115_35  
22533             ci        ci\r  1983-05-17  0.752114  Grid_-115_35  
22893             us        us\r  1983-02-23  0.907318  Grid_-115_35  
23098             ci        ci\r  1982-11-27  0.758555  Grid_-115_35  
24180             us        us\r  1981-03-13  0.775434  Grid_-115_35  
24181             ci        ci\r  1981-03-12  0.741238  Grid_-115_35  
31751             ci        ci\r  1966-07-23  0.882946  Grid_-115_35  
32045             ci        ci\r  1964-12-20  0.855805  Grid_-115_35  
32383             ci        ci\r  1963-04-02  0.762815  Grid_-115_35  
32388             ci        ci\r  1963-03-26  0.756415  Grid_-115_35  
32389             ci        ci\r  1963-03-25  1.048516  Grid_-115_35  

[20 rows x 24 columns], 'Grid_-115_36':         latitude   longitude  depth   mag magType  nst     gap   dmin     rms  \
609    36.415600 -114.865500    9.5  3.00      ml   20  145.93   0.24  0.1713   
3945   36.509700 -114.019000   3.93  3.40     mwr  NaN      33  0.643    0.67   
3948   36.462000 -114.026300   5.48  3.80     mwr  NaN      28  0.691    0.64   
5121   36.431000 -114.432000      0  3.10      ml   46    45.2    NaN     NaN   
5136   36.486000 -114.878900   13.3  3.60      ml    8  132.22  0.224  0.1366   
7095   36.042400 -114.557700     12  3.30      ml    6  167.62  0.394   0.128   
7352   36.043900 -114.831600      6  3.00      ml   10  170.32  0.206  0.1713   
7404   36.235300 -114.553900   10.8  3.80      ml    7  175.78   0.37  0.1325   
7406   36.272900 -114.547800    9.7  3.70      ml    7   159.1  0.381   0.134   
7411   36.175300 -114.522500      0  3.40      mw    6   98.52  0.394  0.1455   
7412   36.186900 -114.526500      0  3.30      ml    7  120.89   0.39  0.1156   
10433  36.051000 -114.980000      6  3.00      ml   14     NaN    NaN     NaN   
11790  36.458000 -114.515000      5  3.00      ml  NaN     NaN    NaN    0.81   
13772  36.081000 -114.119000      5  3.60      ml  NaN     NaN    NaN     0.4   
14108  36.790167 -114.656333  4.739  3.00      mh    3     331  2.126    0.35   
15054  36.203000 -114.013000      5  3.50      ml  NaN     NaN    NaN     0.8   
15165  36.384000 -114.970000  4.739  3.00      md    0   307.7    NaN   0.245   
15258  36.444000 -114.021000      5  3.40      ml  NaN     NaN    NaN     1.2   
18199  36.965000 -114.921000      5  3.10      ml  NaN     NaN    NaN     0.7   
19242  36.941000 -114.537000      5  3.80      ml  NaN     NaN    NaN     0.6   
21032  36.088000 -114.653000      5  3.10      ml  NaN     NaN    NaN     1.3   
21186  36.010000 -114.638000  4.899  3.45      ml    0     286    NaN   0.614   
22175  36.483000 -114.560000      5  3.30      ml  NaN     NaN    NaN     0.4   
22911  36.040000 -114.722000      5  3.00      ml  NaN     NaN    NaN     0.7   
22912  36.079833 -114.581000  4.739  3.19      mc   15     296  1.523    0.24   
23088  36.023000 -114.826000      5  3.70      ml  NaN     NaN    NaN     0.5   
23118  36.033000 -114.375000      5  3.30      ml  NaN     NaN    NaN     0.8   
26534  36.102167 -114.407333      6  3.41      mh   11     269  1.623    0.89   
27270  36.610333 -114.635167      6  3.45      ml    2     342  2.523    0.01   
27272  36.075833 -114.463333      6  3.34      ml   13     276    NaN    1.15   
27671  36.026000 -114.735000      5  3.00      ml  NaN     NaN    NaN     NaN   
29788  36.081000 -114.639000      5  3.10      ml  NaN     NaN    NaN     NaN   
30130  36.856000 -114.782333      6  3.61      ml    5     312    NaN    0.66   
30797  36.949500 -114.908167      6  4.03      ml    6     310   2.25     1.1   
31990  36.482833 -114.381500      6  4.03      ml    3     303  2.294    0.59   
32101  36.134833 -114.657000      6  4.41      ml   12     295  1.936    0.36   
32103  36.920000 -114.659333      6  3.47      mh    3     339  2.372    0.51   

      net  ... horizontalError depthError magError magNst    status  \
609    nn  ...             NaN        1.1      0.4     10  reviewed   
3945   us  ...               4        9.6      NaN    NaN  reviewed   
3948   us  ...               3        6.2    0.031     99  reviewed   
5121   us  ...             NaN        NaN      NaN    NaN  reviewed   
5136   nn  ...             NaN        3.1     0.22      3  reviewed   
7095   nn  ...             NaN          0        0      1  reviewed   
7352   nn  ...             NaN        2.4     0.31      5  reviewed   
7404   nn  ...             NaN       21.9        0      1  reviewed   
7406   nn  ...             NaN        5.6        0      1  reviewed   
7411   nn  ...             NaN          0      NaN    NaN  reviewed   
7412   nn  ...             NaN          0      NaN    NaN  reviewed   
10433  us  ...             NaN        NaN      NaN    NaN  reviewed   
11790  us  ...             NaN        NaN      NaN    NaN  reviewed   
13772  us  ...             NaN        NaN      NaN    NaN  reviewed   
14108  ci  ...            8.35      31.61      NaN      0  reviewed   
15054  us  ...             NaN        NaN      NaN    NaN  reviewed   
15165  ci  ...             NaN        NaN      NaN      2  reviewed   
15258  us  ...             NaN        NaN      NaN    NaN  reviewed   
18199  us  ...             NaN        NaN      NaN    NaN  reviewed   
19242  us  ...             NaN        NaN      NaN    NaN  reviewed   
21032  us  ...             NaN        NaN      NaN    NaN  reviewed   
21186  ci  ...             NaN        NaN      NaN      4  reviewed   
22175  us  ...             NaN        NaN      NaN    NaN  reviewed   
22911  us  ...             NaN        NaN      NaN    NaN  reviewed   
22912  ci  ...            3.47      31.61      NaN     50  reviewed   
23088  us  ...             NaN        NaN      NaN    NaN  reviewed   
23118  us  ...             NaN        NaN      NaN    NaN  reviewed   
26534  ci  ...            5.38      31.61    0.299     13  reviewed   
27270  ci  ...             2.5      31.61     0.23      2  reviewed   
27272  ci  ...            7.12      31.61    0.353      3  reviewed   
27671  us  ...             NaN        NaN      NaN    NaN  reviewed   
29788  us  ...             NaN        NaN      NaN    NaN  reviewed   
30130  ci  ...            5.91      31.61    0.383      4  reviewed   
30797  ci  ...            8.77      31.61    0.134      8  reviewed   
31990  ci  ...            6.69      31.61    0.097      9  reviewed   
32101  ci  ...            3.51      31.61    0.065     12  reviewed   
32103  ci  ...           15.83      31.61    0.193     13  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
609               nn        nn\r  2021-09-24  0.732408  Grid_-115_36  
3945              us        nn\r  2016-05-06  0.815850  Grid_-115_36  
3948              us        us\r  2016-05-05  0.890001  Grid_-115_36  
5121             ren       ren\r  2012-10-11  0.754268  Grid_-115_36  
5136              nn        nn\r  2012-09-25  0.853956  Grid_-115_36  
7095              nn        nn\r  2009-10-09  0.795948  Grid_-115_36  
7352              nn        nn\r  2008-12-04  0.732408  Grid_-115_36  
7404              nn        nn\r  2008-10-26  0.890001  Grid_-115_36  
7406              nn        nn\r  2008-10-26  0.872222  Grid_-115_36  
7411              nn        nn\r  2008-10-18  0.815850  Grid_-115_36  
7412              nn        nn\r  2008-10-17  0.795948  Grid_-115_36  
10433            pas       pas\r  2000-12-01  0.732408  Grid_-115_36  
11790             us        us\r  1999-03-02  0.732408  Grid_-115_36  
13772             us       gs$\r  1994-10-29  0.853956  Grid_-115_36  
14108             ci        ci\r  1994-05-31  0.732408  Grid_-115_36  
15054             us       gs$\r  1993-05-12  0.835175  Grid_-115_36  
15165             ci        ci\r  1993-01-21  0.732408  Grid_-115_36  
15258             us       gs$\r  1992-12-04  0.815850  Grid_-115_36  
18199             us        us\r  1990-01-02  0.754268  Grid_-115_36  
19242             us       oth\r  1988-03-03  0.890001  Grid_-115_36  
21032             us       pas\r  1985-11-16  0.754268  Grid_-115_36  
21186             ci        ci\r  1985-07-23  0.825583  Grid_-115_36  
22175             us        us\r  1983-11-03  0.795948  Grid_-115_36  
22911             us        us\r  1983-02-16  0.732408  Grid_-115_36  
22912             ci        ci\r  1983-02-15  0.773347  Grid_-115_36  
23088             us       pas\r  1982-12-07  0.872222  Grid_-115_36  
23118             us        us\r  1982-11-01  0.795948  Grid_-115_36  
26534             ci        ci\r  1978-12-10  0.817808  Grid_-115_36  
27270             ci        ci\r  1977-07-20  0.825583  Grid_-115_36  
27272             ci        ci\r  1977-07-19  0.803981  Grid_-115_36  
27671             us        gs\r  1976-10-04  0.732408  Grid_-115_36  
29788             us       pas\r  1973-12-26  0.754268  Grid_-115_36  
30130             ci        ci\r  1972-01-24  0.855805  Grid_-115_36  
30797             ci        ci\r  1970-03-19  0.929178  Grid_-115_36  
31990             ci        ci\r  1965-05-03  0.929178  Grid_-115_36  
32101             ci        ci\r  1964-09-23  0.989250  Grid_-115_36  
32103             ci        ci\r  1964-09-16  0.829436  Grid_-115_36  

[37 rows x 24 columns], 'Grid_-115_37':        latitude  longitude depth   mag magType  nst    gap   dmin     rms  \
1882    37.7952  -114.3039   7.4  3.10      ml   10  69.59  0.212  0.1837   
1883    37.8016  -114.3058   6.3  3.60      ml   11  70.82  0.207  0.2203   
1884    37.7950  -114.3031   3.2  3.70      ml   13  64.95  0.213  0.1627   
3166    37.7874  -114.3137   3.1  4.20      ml   74  88.57  0.213   0.162   
3512    37.6169  -114.5263  12.6  3.00      ml   35  60.88  0.332  0.1644   
...         ...        ...   ...   ...     ...  ...    ...    ...     ...   
31737   37.3000  -114.2000    33  4.60      mb  NaN    NaN    NaN     NaN   
31738   37.3000  -114.2000    34  4.20      mb  NaN    NaN    NaN     NaN   
31739   37.3000  -114.1000    33  4.90      mb  NaN    NaN    NaN     NaN   
31740   37.4000  -114.2000    33  4.60      mb  NaN    NaN    NaN     NaN   
31741   37.3800  -114.1570    10  5.65      mw  NaN    NaN    NaN     NaN   

          net  ... horizontalError depthError magError magNst    status  \
1882       nn  ...             NaN        3.1        0      1  reviewed   
1883       nn  ...             NaN        1.9        0      1  reviewed   
1884       nn  ...             NaN        1.9     0.45      2  reviewed   
3166       nn  ...             NaN        0.8     0.41     24  reviewed   
3512       nn  ...             NaN        1.1     0.43     21  reviewed   
...       ...  ...             ...        ...      ...    ...       ...   
31737   ushis  ...             NaN        NaN      NaN    NaN  reviewed   
31738   ushis  ...             NaN        NaN      NaN    NaN  reviewed   
31739   ushis  ...             NaN        NaN      NaN    NaN  reviewed   
31740   ushis  ...             NaN        NaN      NaN    NaN  reviewed   
31741  iscgem  ...             NaN         25      0.2    NaN  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
1882              nn        nn\r  2020-02-02  0.754268  Grid_-115_37  
1883              nn        nn\r  2020-02-02  0.853956  Grid_-115_37  
1884              nn        nn\r  2020-02-02  0.872222  Grid_-115_37  
3166              nn        nn\r  2019-06-30  0.956723  Grid_-115_37  
3512              nn        nn\r  2017-12-14  0.732408  Grid_-115_37  
...              ...         ...         ...       ...           ...  
31737          ushis        us\r  1966-08-18  1.017371  Grid_-115_37  
31738          ushis        us\r  1966-08-18  0.956723  Grid_-115_37  
31739          ushis        us\r  1966-08-17  1.059490  Grid_-115_37  
31740          ushis        us\r  1966-08-16  1.017371  Grid_-115_37  
31741         iscgem    iscgem\r  1966-08-16  1.154437  Grid_-115_37  

[85 rows x 24 columns], 'Grid_-115_38':         latitude   longitude depth   mag magType  nst  gap   dmin   rms net  \
13567  38.508000 -114.629000     5  3.40      md  NaN  NaN    NaN   0.8  us   
13620  38.829000 -114.980000     5  3.30      ml  NaN  NaN    NaN   0.9  us   
14144  38.057000 -114.260000  8.96  3.08      md  NaN  NaN    NaN   NaN  ci   
19035  38.854000 -114.639000     5  3.70      ml  NaN  NaN    NaN   0.5  us   
21431  38.864000 -114.613000     5  4.10      ml  NaN  NaN    NaN   0.6  us   
25532  38.020333 -114.804667     6  3.00      mh    9  328  3.274  1.75  ci   
26186  38.162833 -114.310500     6  4.14      ml    8  303    NaN  4.11  ci   
31030  38.044000 -114.412000     6  4.06      ml    8  318  3.345  0.77  ci   

       ... horizontalError depthError magError magNst    status  \
13567  ...             NaN        NaN      NaN    NaN  reviewed   
13620  ...             NaN        NaN      NaN    NaN  reviewed   
14144  ...             NaN      0.092      NaN      0  reviewed   
19035  ...             NaN        NaN      NaN    NaN  reviewed   
21431  ...             NaN        NaN      NaN    NaN  reviewed   
25532  ...            26.3      31.61      NaN      0  reviewed   
26186  ...           35.19      31.61    0.548      5  reviewed   
31030  ...              99      31.61    0.039      4  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
13567             us       ren\r  1995-05-05  0.815850  Grid_-115_38  
13620             us       gs$\r  1995-03-11  0.795948  Grid_-115_38  
14144             ci        ci\r  1994-04-20  0.749953  Grid_-115_38  
19035             us        us\r  1988-08-18  0.872222  Grid_-115_38  
21431             us       brk\r  1984-12-23  0.940658  Grid_-115_38  
25532             ci        ci\r  1980-04-28  0.732408  Grid_-115_38  
26186             ci        ci\r  1979-08-13  0.947131  Grid_-115_38  
31030             ci        ci\r  1969-07-26  0.934122  Grid_-115_38  

[8 rows x 24 columns], 'Grid_-116_32':         latitude   longitude  depth   mag magType  nst    gap      dmin   rms  \
304    32.338167 -115.244333   2.83  3.57      ml   26    218   0.09598  0.35   
339    32.406333 -115.225167  12.18  4.03      mw   33    101   0.06879  0.36   
356    32.399000 -115.240833  10.97  3.09      ml   35    101     0.058  0.35   
389    32.644167 -115.724667  11.15  3.42      ml   53    105  0.005348  0.26   
392    32.398833 -115.229167  19.74  3.75      mw   32    102   0.06737  0.32   
...          ...         ...    ...   ...     ...  ...    ...       ...   ...   
32871  32.917000 -115.470000    6.0  3.22      ml  4.0  268.0    0.1357  0.39   
32872  32.721000 -115.796833    6.0  3.65      ml  3.0  261.0    0.7391  0.22   
32879  32.247667 -115.798167    6.0  3.67      ml  3.0  296.0    0.8554  0.12   
32884  32.451833 -115.766167    6.0  3.71      ml  3.0  283.0    0.7981  0.49   
32897  32.221167 -115.904833    6.0  3.64      ml  3.0  340.0    0.7939  0.83   

      net  ... horizontalError depthError magError magNst    status  \
304    ci  ...            0.83       0.92    0.186     39  reviewed   
339    ci  ...            0.55       1.29      NaN      6  reviewed   
356    ci  ...            0.56       0.87    0.272     43  reviewed   
389    ci  ...            0.32       0.43    0.187    210  reviewed   
392    ci  ...            0.55       0.93      NaN      4  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32871  ci  ...            3.93      31.61     0.21    5.0  reviewed   
32872  ci  ...            1.96      31.61     0.05    4.0  reviewed   
32879  ci  ...            2.24      31.61    0.115    7.0  reviewed   
32884  ci  ...            5.67      31.61    0.121    5.0  reviewed   
32897  ci  ...           10.65      31.61    0.112    5.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
304               ci        ci\r  2022-10-04  0.848377  Grid_-116_32  
339               ci        ci\r  2022-08-30  0.929178  Grid_-116_32  
356               ci        ci\r  2022-07-24  0.752114  Grid_-116_32  
389               ci        ci\r  2022-06-24  0.819760  Grid_-116_32  
392               ci        ci\r  2022-06-20  0.881171  Grid_-116_32  
...              ...         ...         ...       ...           ...  
32871             ci        ci\r  1960-04-14  0.779588  Grid_-116_32  
32872             ci        ci\r  1960-04-13  0.863151  Grid_-116_32  
32879             ci        ci\r  1960-03-02  0.866794  Grid_-116_32  
32884             ci        ci\r  1960-02-22  0.874021  Grid_-116_32  
32897             ci        ci\r  1960-01-07  0.861322  Grid_-116_32  

[2734 rows x 24 columns], 'Grid_-116_33':         latitude   longitude  depth   mag magType  nst    gap      dmin   rms  \
275    33.069500 -115.583500  11.77  3.01      ml   54     47   0.03118  0.25   
317    33.361333 -115.791000   3.01  3.48      ml   79     32   0.05147  0.19   
320    33.764000 -115.940333   6.34  3.30      ml   78     59    0.1035  0.16   
321    33.763500 -115.937333   6.15  3.53      ml   83     58    0.1017  0.18   
362    33.272000 -115.983000    4.9  3.46      ml   93     22  0.008424  0.19   
...          ...         ...    ...   ...     ...  ...    ...       ...   ...   
32755  33.115000 -115.949333      6  3.33      ml    5    212    0.6453  0.45   
32758  33.240167 -115.943667      6  3.35      ml    4    200     0.531  0.67   
32760  33.094833 -115.998000      6  4.29      ml    6    209    0.4794   0.5   
32803  33.194667 -115.879000    6.0  4.00      ml  5.0  212.0    0.4827  0.36   
32865  33.031500 -115.879167    6.0  3.68      ml  4.0  163.0       NaN  0.22   

      net  ... horizontalError depthError magError magNst    status  \
275    ci  ...            0.21       0.32     0.17     89  reviewed   
317    ci  ...            0.14       0.35    0.123    132  reviewed   
320    ci  ...            0.13       0.54    0.182    107  reviewed   
321    ci  ...            0.14       0.59    0.144    156  reviewed   
362    ci  ...            0.13       0.36    0.143    139  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32755  ci  ...            2.08      31.61    0.073      6  reviewed   
32758  ci  ...            2.86      31.61    0.141      6  reviewed   
32760  ci  ...            1.97      31.61    0.133     12  reviewed   
32803  ci  ...            1.72      31.61    0.168   12.0  reviewed   
32865  ci  ...            1.61      31.61    0.203    9.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
275               ci        ci\r  2022-11-24  0.734627  Grid_-116_33  
317               ci        ci\r  2022-09-20  0.831355  Grid_-116_33  
320               ci        ci\r  2022-09-18  0.795948  Grid_-116_33  
321               ci        ci\r  2022-09-18  0.840865  Grid_-116_33  
362               ci        ci\r  2022-07-17  0.827512  Grid_-116_33  
...              ...         ...         ...       ...           ...  
32755             ci        ci\r  1961-05-11  0.801982  Grid_-116_33  
32758             ci        ci\r  1961-05-01  0.805974  Grid_-116_33  
32760             ci        ci\r  1961-04-28  0.970858  Grid_-116_33  
32803             ci        ci\r  1960-12-30  0.924196  Grid_-116_33  
32865             ci        ci\r  1960-04-24  0.868609  Grid_-116_33  

[1140 rows x 24 columns], 'Grid_-116_34':         latitude   longitude  depth   mag magType nst    gap    dmin    rms  \
5190   34.175000 -115.608000    8.9  3.90      ml   6  116.7     NaN    NaN   
10740  34.574000 -115.963000  2.549  3.17      ml   0     66     NaN  0.184   
19006  34.249000 -115.705000  5.222  3.00      mc   0    186     NaN  0.162   
22001  34.569000 -115.917000   4.81  3.00      ml   0      0  0.3472  0.124   
22455  34.188000 -115.914833  6.944  3.05      ml  34    103  0.1386   0.22   
27019  34.037167 -115.621167  11.75  3.28      ml  64     43     NaN   0.36   
27391  34.689167 -115.717333   0.02  3.02      ml  36    178     NaN   0.52   
28164  34.538000 -115.808000   5.18  3.01      mh   0     79     NaN  0.191   
30671  34.329667 -115.706000      6  3.83      ml  11    190     NaN   0.66   
30724  34.642333 -115.817000      6  3.23      mh   6    202  0.9443   0.67   
30732  34.240833 -115.815000      6  3.57      ml  11    178   1.243   0.62   
30734  34.037000 -115.990333      6  3.37      ml   9    162    0.44   0.72   
31050  34.213500 -115.891333      6  3.08      ml   7    176  0.5467   0.59   
31051  34.256667 -115.811167      6  3.30      ml   7    182  0.5663   0.71   
31135  34.249500 -115.866833      6  3.14      ml   7    179   0.573   0.49   
31900  34.183167 -115.918000      6  3.24      ml   6    185  0.5283   0.51   

      net  ... horizontalError depthError magError magNst    status  \
5190   us  ...             NaN        NaN      NaN    NaN  reviewed   
10740  ci  ...             NaN      0.424      NaN    151  reviewed   
19006  ci  ...             NaN        NaN      NaN     62  reviewed   
22001  ci  ...             NaN        NaN      NaN      6  reviewed   
22455  ci  ...            0.48       1.59    0.035      4  reviewed   
27019  ci  ...            0.48       0.94    0.191      6  reviewed   
27391  ci  ...            1.13       1.83    0.198      3  reviewed   
28164  ci  ...             NaN      0.628      NaN     16  reviewed   
30671  ci  ...            2.72      31.61    0.083     11  reviewed   
30724  ci  ...            3.21      31.61    0.312     15  reviewed   
30732  ci  ...            2.07      31.61     0.17     12  reviewed   
30734  ci  ...            2.23      31.61    0.173      5  reviewed   
31050  ci  ...            1.95      31.61    0.294      7  reviewed   
31051  ci  ...            2.87      31.61    0.147      8  reviewed   
31135  ci  ...             2.2      31.61     0.15      6  reviewed   
31900  ci  ...            2.09      31.61    0.108      5  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
5190             pas       pas\r  2012-08-26  0.907318  Grid_-116_34  
10740             ci        ci\r  2000-02-21  0.769154  Grid_-116_34  
19006             ci        ci\r  1988-09-10  0.732408  Grid_-116_34  
22001             ci        ci\r  1984-03-07  0.732408  Grid_-116_34  
22455             ci        ci\r  1983-06-13  0.743428  Grid_-116_34  
27019             ci        ci\r  1978-01-29  0.791896  Grid_-116_34  
27391             ci        ci\r  1977-03-24  0.736838  Grid_-116_34  
28164             ci        ci\r  1975-11-05  0.734627  Grid_-116_34  
30671             ci        ci\r  1970-12-14  0.895243  Grid_-116_34  
30724             ci        ci\r  1970-09-03  0.781655  Grid_-116_34  
30732             ci        ci\r  1970-08-20  0.848377  Grid_-116_34  
30734             ci        ci\r  1970-08-14  0.809942  Grid_-116_34  
31050             ci        ci\r  1969-06-29  0.749953  Grid_-116_34  
31051             ci        ci\r  1969-06-28  0.795948  Grid_-116_34  
31135             ci        ci\r  1969-01-15  0.762815  Grid_-116_34  
31900             ci        ci\r  1965-10-10  0.783716  Grid_-116_34  

[16 rows x 24 columns], 'Grid_-116_35':         latitude   longitude  depth   mag magType  nst     gap    dmin  \
3400   35.894500 -115.775800    8.6  4.50      ml   59   40.27   0.303   
4549   35.890500 -115.291500   10.7  3.60      ml   11  143.45   0.226   
7897   35.773167 -115.804833  4.481  3.22      ml   15      86  0.3503   
11609  35.881167 -115.788167  5.229  3.25      ml    5     209   0.396   
11611  35.884000 -115.776000      5  3.30      ml  NaN     NaN     NaN   
14707  35.850000 -115.828000      5  3.60      ml  NaN     NaN     NaN   
14733  35.859000 -115.843000      5  3.30      ml  NaN     NaN     NaN   
14848  35.865000 -115.794000      5  3.20      ml  NaN     NaN     NaN   
14849  35.867000 -115.824000      5  3.60      ml  NaN     NaN     NaN   
14851  35.836000 -115.847000     10  3.80      ml  NaN     NaN     NaN   
14884  35.835000 -115.812000      5  3.50      ml  NaN     NaN     NaN   
14889  35.819000 -115.744000      5  3.00      ml    6     262   1.008   
21405  35.917000 -115.753000  5.442  3.04      mc    0   259.3     NaN   
22024  35.930000 -115.810000      6  3.20      ml  NaN     NaN     NaN   
32520  35.007000 -115.648833      6  3.01      ml    6     274   1.748   

          rms net  ... horizontalError depthError magError magNst    status  \
3400   0.2678  nn  ...             NaN        1.3     0.33     17  reviewed   
4549    0.111  nn  ...             NaN        1.6     0.24      4  reviewed   
7897     0.19  ci  ...            0.42       1.21    0.173    188  reviewed   
11609    0.26  ci  ...            1.39      31.61      NaN     43  reviewed   
11611    0.81  us  ...             NaN        NaN      NaN    NaN  reviewed   
14707     0.7  us  ...             NaN        NaN      NaN    NaN  reviewed   
14733     0.9  us  ...             NaN        NaN      NaN    NaN  reviewed   
14848     0.9  us  ...             NaN        NaN      NaN    NaN  reviewed   
14849     0.7  us  ...             NaN        NaN      NaN    NaN  reviewed   
14851     0.6  us  ...             NaN        NaN      NaN    NaN  reviewed   
14884     0.6  us  ...             NaN        NaN      NaN    NaN  reviewed   
14889    0.67  ci  ...              99      31.61      NaN      0  reviewed   
21405   0.222  ci  ...             NaN        NaN      NaN     73  reviewed   
22024     NaN  us  ...             NaN        NaN      NaN    NaN  reviewed   
32520    0.75  ci  ...            6.09      31.61    0.128      6  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
3400              nn        nn\r  2018-07-05  1.002718  Grid_-116_35  
4549              nn        nn\r  2014-10-05  0.853956  Grid_-116_35  
7897              ci        ci\r  2007-09-28  0.779588  Grid_-116_35  
11609             ci        ci\r  1999-06-01  0.785770  Grid_-116_35  
11611             us       pas\r  1999-06-01  0.795948  Grid_-116_35  
14707             us       pas\r  1993-11-25  0.853956  Grid_-116_35  
14733             us       gs/\r  1993-11-03  0.795948  Grid_-116_35  
14848             us       gs/\r  1993-09-09  0.775434  Grid_-116_35  
14849             us       pas\r  1993-09-09  0.853956  Grid_-116_35  
14851             us       pas\r  1993-09-08  0.890001  Grid_-116_35  
14884             us       gs/\r  1993-08-19  0.835175  Grid_-116_35  
14889             ci        ci\r  1993-08-16  0.732408  Grid_-116_35  
21405             ci        ci\r  1985-01-21  0.741238  Grid_-116_35  
22024            pas       pas\r  1984-02-11  0.775434  Grid_-116_35  
32520             ci        ci\r  1962-08-10  0.734627  Grid_-116_35  

[15 rows x 24 columns], 'Grid_-116_36':         latitude   longitude depth   mag magType  nst     gap   dmin     rms  \
3610   36.730400 -115.909200   6.8  4.10      ml   48   28.58  0.156  0.2138   
5887   36.535200 -115.244500   2.8  3.60      ml   16  103.37  0.077    0.16   
10363  36.139300 -115.336600     8  3.30      ml    9  121.75  0.393  0.1638   
10706  36.761900 -115.910900   4.8  3.10      ml   24  121.86  0.163  0.1241   
11596  36.980000 -115.170000   5.6  3.20      ml  NaN     NaN    NaN     NaN   
...          ...         ...   ...   ...     ...  ...     ...    ...     ...   
32312  36.996833 -115.211667     6  3.29      mh    4     288  2.127    0.63   
32313  36.962167 -115.164833     6  3.16      mh    5     288  2.124    0.84   
32374  36.032833 -115.107667     6  3.23      ml    7     291  1.563    0.19   
32384  36.156833 -115.133667     6  3.13      mh    6     291  1.606    0.63   
32528  36.801833 -115.949833  0.01  3.40      ml    8     289   1.65    0.37   

      net  ... horizontalError depthError magError magNst    status  \
3610   nn  ...             NaN        1.1     0.15     16  reviewed   
5887   nn  ...             NaN        2.5     0.65      5  reviewed   
10363  nn  ...             NaN          0      NaN    NaN  reviewed   
10706  nn  ...             NaN        2.4      NaN    NaN  reviewed   
11596  us  ...             NaN        NaN      NaN    NaN  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32312  ci  ...           13.83      31.61    0.208     12  reviewed   
32313  ci  ...            16.4      31.61    0.176     12  reviewed   
32374  ci  ...            1.95      31.61    0.171      4  reviewed   
32384  ci  ...            7.79      31.61    0.149     10  reviewed   
32528  ci  ...           13.08      31.61    0.081      8  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
3610              nn        nn\r  2017-07-17  0.940658  Grid_-116_36  
5887              nn        nn\r  2010-08-04  0.853956  Grid_-116_36  
10363             nn        nn\r  2001-02-04  0.795948  Grid_-116_36  
10706             nn        nn\r  2000-03-13  0.754268  Grid_-116_36  
11596            ren        us\r  1999-06-04  0.775434  Grid_-116_36  
...              ...         ...         ...       ...           ...  
32312             ci        ci\r  1963-07-18  0.793925  Grid_-116_36  
32313             ci        ci\r  1963-07-18  0.767048  Grid_-116_36  
32374             ci        ci\r  1963-04-26  0.781655  Grid_-116_36  
32384             ci        ci\r  1963-04-01  0.760689  Grid_-116_36  
32528             ci        ci\r  1962-07-14  0.815850  Grid_-116_36  

[67 rows x 24 columns], 'Grid_-116_37':         latitude   longitude depth   mag magType nst    gap   dmin     rms  \
457    37.120900 -115.316500  11.8  3.40      ml  30  75.07  0.355  0.1972   
913    37.429100 -115.513900     0  3.40      ml  28  97.65  0.284  0.1365   
1944   37.705800 -115.999900  10.2  3.10      ml  35  65.86  0.209  0.1836   
3197   37.216700 -115.011100   2.2  3.50      ml  40  77.28  0.193  0.2525   
3198   37.236500 -115.029900   7.6  3.00      ml  29  76.08  0.171  0.3961   
...          ...         ...   ...   ...     ...  ..    ...    ...     ...   
32100  37.000000 -116.000000  0.01  3.03      mh   5    279  1.749    0.63   
32107  37.251000 -115.735500  0.01  3.67      ml   9    284  2.003    0.66   
32140  37.138167 -115.752500  0.01  3.81      ml   7    281  1.983     0.4   
32173  37.114167 -115.894167  0.01  3.62      ml   7    284  1.869    0.66   
32186  37.177500 -115.903167  0.01  3.93      ml  12    269  1.864    0.49   

      net  ... horizontalError depthError magError magNst    status  \
457    nn  ...             NaN          1     0.44     16  reviewed   
913    nn  ...             NaN        1.2     0.18     13  reviewed   
1944   nn  ...             NaN        1.7     0.29     18  reviewed   
3197   nn  ...             NaN        2.6     0.28     14  reviewed   
3198   nn  ...             NaN        7.7     0.19      9  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32100  ci  ...              99      31.61    0.123     10  reviewed   
32107  ci  ...           20.71      31.61    0.124      8  reviewed   
32140  ci  ...           14.31      31.61    0.051      8  reviewed   
32173  ci  ...           22.95      31.61    0.169      8  reviewed   
32186  ci  ...           11.25      31.61    0.121      9  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
457               nn        nn\r  2022-03-15  0.815850  Grid_-116_37  
913               nn        nn\r  2021-02-28  0.815850  Grid_-116_37  
1944              nn        nn\r  2019-11-26  0.754268  Grid_-116_37  
3197              nn        nn\r  2019-06-02  0.835175  Grid_-116_37  
3198              nn        nn\r  2019-06-01  0.732408  Grid_-116_37  
...              ...         ...         ...       ...           ...  
32100             ci        ci\r  1964-09-27  0.739042  Grid_-116_37  
32107             ci        ci\r  1964-09-11  0.866794  Grid_-116_37  
32140             ci        ci\r  1964-06-12  0.891753  Grid_-116_37  
32173             ci        ci\r  1964-03-12  0.857649  Grid_-116_37  
32186             ci        ci\r  1964-02-13  0.912426  Grid_-116_37  

[158 rows x 24 columns], 'Grid_-116_38':        latitude   longitude depth   mag magType  nst     gap   dmin     rms  \
264     38.3553 -115.833100  11.2  3.00      ml   24   60.33  0.714  0.2654   
268     38.3737 -115.803200   3.1  3.00      ml   15   76.65  0.731  0.1289   
277     38.3662 -115.824200  10.4  3.00      ml   29   60.54  0.725  0.2573   
464     38.0585 -115.258100   7.5  3.50      ml   11      51  0.614  0.1696   
465     38.0896 -115.285400   8.2  3.10      ml   17  104.67  0.642  0.1755   
1818    38.3277 -115.245100   6.3  3.70      ml   40   78.75  0.268  0.1514   
1821    38.3401 -115.235500   6.1  3.00      ml   21   79.48  0.275   0.191   
2099    38.3153 -115.825900  11.8  3.10      ml   11   73.87  0.674   0.183   
3238    38.3738 -115.820400   6.2  3.20      ml   62    72.2  0.732   0.247   
3257    38.3635 -115.808000   5.1  3.00      ml   66    71.8  0.721   0.265   
3286    38.3846 -115.829500   4.7  3.80      ml   55   38.92  0.195  0.2169   
3303    38.3833 -115.829200   4.7  3.10      ml   36  116.06  0.194  0.1841   
3477    38.0274 -115.249300  14.3  3.20      ml   21   48.81  0.549  0.1396   
4304    38.9075 -115.378900     0  3.90      ml   17   72.04  0.582  0.2202   
4698    38.8169 -115.797400   1.7  3.30      ml    6  174.82  0.497  0.1369   
4786    38.1922 -115.349100  10.7  3.00      ml    8  123.02  0.243  0.1555   
4841    38.9244 -115.331300   9.3  3.80      ml   11  176.72  1.217  0.0913   
5055    38.0033 -115.453200     4  3.30      ml   23  121.89  0.676  0.1973   
5465    38.2302 -115.736300   6.6  3.20      ml    5  144.47  0.168  0.0978   
5764    38.3038 -115.823500  11.3  3.30      ml    5  191.99  0.192  0.0381   
7139    38.2615 -115.826200   8.2  3.20      ml    5  159.09  0.208  0.0838   
7222    38.9537 -115.197600   9.1  3.30      ml    4  176.67  0.677  0.0917   
8812    38.5647 -115.464400     0  3.20      ml    5  272.92  0.235  0.1988   
8834    38.4212 -115.542000   9.2  3.30      ml    5   298.3  0.079  0.0219   
8836    38.6873 -115.411400   1.1  4.10      ml   15   89.56  0.365  0.1039   
8936    38.8918 -115.189300   2.4  3.00      ml    4  176.91  0.624  0.0985   
9109    38.8707 -115.191500   2.9  3.00      ml    4  291.42  0.605  0.0263   
12384   38.3320 -115.742000     5  3.30      md  NaN     NaN    NaN    0.62   
17745   38.9590 -115.802000    10  3.00      ml  NaN     NaN    NaN     0.5   
18944   38.7780 -115.155000     5  3.40      md  NaN     NaN    NaN     0.3   
18948   38.7910 -115.128000     5  3.20      md  NaN     NaN    NaN     0.5   
21076   38.4610 -115.682000     5  3.50      ml  NaN     NaN    NaN     0.5   
24027   38.2640 -115.909000     5  3.60      ml  NaN     NaN    NaN     0.4   
26786   38.4020 -115.240000     5  3.90      mb  NaN     NaN    NaN     NaN   
29991   38.6760 -115.639000    10  4.40      mb  NaN     NaN    NaN     NaN   
30263   38.0000 -115.049167  0.01  4.57      ml    9     308  2.699    2.81   

         net  ... horizontalError depthError magError magNst    status  \
264       nn  ...             NaN        2.3     0.83     12  reviewed   
268       nn  ...             NaN        2.6      0.1      8  reviewed   
277       nn  ...             NaN        1.8     0.29     15  reviewed   
464       nn  ...             NaN          3     0.38      6  reviewed   
465       nn  ...             NaN        6.7     0.34     12  reviewed   
1818      nn  ...             NaN        1.3     0.15      7  reviewed   
1821      nn  ...             NaN        1.3     0.38     10  reviewed   
2099      nn  ...             NaN        3.9     0.18      6  reviewed   
3238      nn  ...             NaN        2.2     0.38     23  reviewed   
3257      nn  ...             NaN        1.8     0.39     23  reviewed   
3286      nn  ...             NaN        1.5     0.36     21  reviewed   
3303      nn  ...             NaN        1.7     0.36     16  reviewed   
3477      nn  ...             NaN        2.1     0.39     30  reviewed   
4304      nn  ...             NaN          0     0.41     11  reviewed   
4698      nn  ...             NaN        9.2     0.34      3  reviewed   
4786      nn  ...             NaN        2.9     0.42      6  reviewed   
4841      nn  ...             NaN       17.7      0.2      7  reviewed   
5055      nn  ...             NaN        2.3     0.38     17  reviewed   
5465      nn  ...             NaN        6.6     0.85      4  reviewed   
5764      nn  ...             NaN       22.3        0      1  reviewed   
7139      nn  ...             NaN       37.6     0.18      3  reviewed   
7222      nn  ...             NaN       12.7        0      1  reviewed   
8812      nn  ...             NaN          0      NaN    NaN  reviewed   
8834      nn  ...             NaN        2.5      NaN    NaN  reviewed   
8836      nn  ...             NaN        3.4     0.38     11  reviewed   
8936      nn  ...             NaN       10.3      NaN    NaN  reviewed   
9109      nn  ...             NaN        7.9      NaN    NaN  reviewed   
12384     us  ...             NaN        NaN      NaN    NaN  reviewed   
17745     us  ...             NaN        NaN      NaN    NaN  reviewed   
18944     us  ...             NaN        NaN      NaN    NaN  reviewed   
18948     us  ...             NaN        NaN      NaN    NaN  reviewed   
21076     us  ...             NaN        NaN      NaN    NaN  reviewed   
24027     us  ...             NaN        NaN      NaN    NaN  reviewed   
26786     us  ...             NaN        NaN      NaN    NaN  reviewed   
29991  ushis  ...             NaN        NaN      NaN    NaN  reviewed   
30263     ci  ...              99      31.61    0.157     10  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
264               nn        nn\r  2022-12-09  0.732408  Grid_-116_38  
268               nn        nn\r  2022-12-07  0.732408  Grid_-116_38  
277               nn        nn\r  2022-11-21  0.732408  Grid_-116_38  
464               nn        nn\r  2022-03-04  0.835175  Grid_-116_38  
465               nn        nn\r  2022-03-03  0.754268  Grid_-116_38  
1818              nn        nn\r  2020-04-11  0.872222  Grid_-116_38  
1821              nn        nn\r  2020-04-10  0.732408  Grid_-116_38  
2099              nn        nn\r  2019-07-27  0.754268  Grid_-116_38  
3238              nn        nn\r  2019-04-06  0.775434  Grid_-116_38  
3257              nn        nn\r  2019-02-24  0.732408  Grid_-116_38  
3286              nn        nn\r  2019-01-25  0.890001  Grid_-116_38  
3303              nn        nn\r  2019-01-09  0.754268  Grid_-116_38  
3477              nn        nn\r  2018-02-23  0.775434  Grid_-116_38  
4304              nn        nn\r  2015-02-28  0.907318  Grid_-116_38  
4698              nn        nn\r  2014-04-18  0.795948  Grid_-116_38  
4786              nn        nn\r  2013-12-31  0.732408  Grid_-116_38  
4841              nn        nn\r  2013-10-12  0.890001  Grid_-116_38  
5055              nn        nn\r  2013-02-05  0.795948  Grid_-116_38  
5465              nn        nn\r  2011-08-21  0.775434  Grid_-116_38  
5764              nn        nn\r  2010-11-23  0.795948  Grid_-116_38  
7139              nn        nn\r  2009-09-13  0.775434  Grid_-116_38  
7222              nn        nn\r  2009-04-25  0.795948  Grid_-116_38  
8812              nn        nn\r  2004-10-20  0.775434  Grid_-116_38  
8834              nn        nn\r  2004-10-09  0.795948  Grid_-116_38  
8836              nn        nn\r  2004-10-08  0.940658  Grid_-116_38  
8936              nn        nn\r  2004-08-28  0.732408  Grid_-116_38  
9109              nn        nn\r  2004-02-23  0.732408  Grid_-116_38  
12384             us       ren\r  1997-12-13  0.795948  Grid_-116_38  
17745             us        us\r  1990-12-07  0.732408  Grid_-116_38  
18944             us       ren\r  1988-10-17  0.815850  Grid_-116_38  
18948             us       ren\r  1988-10-16  0.775434  Grid_-116_38  
21076             us        us\r  1985-10-02  0.835175  Grid_-116_38  
24027             us        us\r  1981-06-11  0.853956  Grid_-116_38  
26786             us        us\r  1978-07-29  0.907318  Grid_-116_38  
29991          ushis        us\r  1972-12-09  0.987736  Grid_-116_38  
30263             ci        ci\r  1971-07-10  1.013009  Grid_-116_38  

[36 rows x 24 columns], 'Grid_-117_32':         latitude   longitude  depth   mag magType  nst  gap     dmin   rms  \
274    32.836167 -116.040333  10.46  3.82      mw   79   43  0.06516  0.25   
503    32.862500 -116.080500   7.23  3.01      ml   92   31  0.07185  0.22   
1323   32.865500 -116.226833  10.16  3.42      ml  135   50   0.1097  0.27   
1768   32.867167 -116.017167  10.39  3.32      ml   82   28  0.04489  0.26   
1820   32.355167 -116.425167  23.97  3.40      ml   55   73   0.2062  0.22   
...          ...         ...    ...   ...     ...  ...  ...      ...   ...   
32640  32.872833 -116.249833      6  3.19      ml    5  211   0.4044  0.53   
32692  32.986667 -116.209833      6  3.28      ml    6  199    0.495   0.7   
32695  32.987333 -116.231000      6  3.48      ml    5  197   0.4815  0.76   
32701  32.947833 -116.149833      6  3.16      ml    5  210   0.5146  0.46   
32702  32.951667 -116.153000      6  3.04      ml    6  210   0.5143  0.65   

      net  ... horizontalError depthError magError magNst    status  \
274    ci  ...            0.18       0.47      NaN      4  reviewed   
503    ci  ...            0.14       0.53    0.193    113  reviewed   
1323   ci  ...            0.15       0.44    0.163    260  reviewed   
1768   ci  ...            0.19       0.49    0.122    123  reviewed   
1820   ci  ...            0.32       0.72    0.162    255  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32640  ci  ...            2.39      31.61     0.03      5  reviewed   
32692  ci  ...            3.25      31.61    0.082      6  reviewed   
32695  ci  ...            3.31      31.61    0.095      4  reviewed   
32701  ci  ...            3.06      31.61    0.187      4  reviewed   
32702  ci  ...            3.36      31.61    0.235      5  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
274               ci        ci\r  2022-12-01  0.893500  Grid_-117_32  
503               ci        ci\r  2022-01-22  0.734627  Grid_-117_32  
1323              ci        ci\r  2020-07-05  0.819760  Grid_-117_32  
1768              ci        ci\r  2020-05-12  0.799977  Grid_-117_32  
1820              ci        ci\r  2020-04-10  0.815850  Grid_-117_32  
...              ...         ...         ...       ...           ...  
32640             ci        ci\r  1961-12-04  0.773347  Grid_-117_32  
32692             ci        ci\r  1961-09-21  0.791896  Grid_-117_32  
32695             ci        ci\r  1961-09-19  0.831355  Grid_-117_32  
32701             ci        ci\r  1961-09-17  0.767048  Grid_-117_32  
32702             ci        ci\r  1961-09-16  0.741238  Grid_-117_32  

[230 rows x 24 columns], 'Grid_-117_33':         latitude   longitude  depth   mag magType  nst    gap     dmin   rms  \
240    33.397500 -116.393333   3.88  4.14      mw  132     16  0.07391  0.19   
291    33.480667 -116.426167   5.79  3.27      ml  120     25  0.04262  0.19   
302    33.041333 -116.354667  11.79  3.47     mlr  117     21  0.07879  0.21   
305    33.924667 -116.921500   7.62  3.01      ml  114     20  0.04923  0.17   
308    33.480333 -116.513167    9.3  3.41      ml  131     20  0.07577  0.18   
...          ...         ...    ...   ...     ...  ...    ...      ...   ...   
32863  33.123500 -116.411167    6.0  3.36      ml  5.0  160.0   0.4425  0.54   
32864  33.069833 -116.585167  15.89  3.24      ml  7.0  141.0   0.3663  0.23   
32887  33.158833 -116.461333    6.0  3.70      ml  7.0  234.0   0.3883  0.64   
32891  33.111000 -116.043833    6.0  3.35      ml  4.0  203.0   0.6813  0.43   
32896  33.415333 -116.430167    6.0  3.10      ml  5.0  249.0   0.3671  0.39   

      net  ... horizontalError depthError magError magNst    status  \
240    ci  ...             0.1       0.38      NaN      6  reviewed   
291    ci  ...             0.1       0.32    0.148    171  reviewed   
302    ci  ...            0.12       0.54    0.128    241  reviewed   
305    ci  ...             0.1       0.38    0.148    154  reviewed   
308    ci  ...            0.09       0.21    0.148    285  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32863  ci  ...            1.44      31.61    0.126    8.0  reviewed   
32864  ci  ...            0.76       1.78    0.045    7.0  reviewed   
32887  ci  ...            6.46      31.61    0.129   10.0  reviewed   
32891  ci  ...            1.83      31.61    0.036    4.0  reviewed   
32896  ci  ...            2.41      31.61    0.059    4.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
240               ci        ci\r  2022-12-31  0.947131  Grid_-117_33  
291               ci        ci\r  2022-10-23  0.789860  Grid_-117_33  
302               ci        ci\r  2022-10-07  0.829436  Grid_-117_33  
305               ci        ci\r  2022-10-03  0.734627  Grid_-117_33  
308               ci        ci\r  2022-09-30  0.817808  Grid_-117_33  
...              ...         ...         ...       ...           ...  
32863             ci        ci\r  1960-05-11  0.807961  Grid_-117_33  
32864             ci        ci\r  1960-05-08  0.783716  Grid_-117_33  
32887             ci        ci\r  1960-02-09  0.872222  Grid_-117_33  
32891             ci        ci\r  1960-01-24  0.805974  Grid_-117_33  
32896             ci        ci\r  1960-01-08  0.754268  Grid_-117_33  

[1487 rows x 24 columns], 'Grid_-117_34':         latitude   longitude depth   mag magType   nst    gap     dmin   rms  \
241    34.355667 -116.921833  4.73  3.47      mw   121     25  0.07845  0.15   
311    34.430167 -116.489833  7.67  3.33      ml    75     42   0.1199  0.14   
414    34.007833 -116.444833  8.25  3.76      mw   115     21  0.07131  0.15   
601    34.138667 -116.444167   6.7  3.07      ml   144     19  0.06611  0.17   
663    34.140000 -116.443000  4.38  3.06      ml   109     18  0.06448  0.16   
...          ...         ...   ...   ...     ...   ...    ...      ...   ...   
32832  34.941167 -116.514333   6.0  3.12      ml   5.0  236.0    1.183  0.61   
32834  34.026833 -116.694500   6.0  3.04      ml  11.0  131.0   0.5666  0.55   
32855  34.971500 -116.897167   6.0  3.03      ml   6.0  211.0    1.018  0.52   
32888  34.125167 -116.634333   6.0  3.37      ml   6.0  206.0   0.6291  0.36   
32889  34.699333 -116.472833   6.0  3.05      ml   4.0  277.0    1.026  0.57   

      net  ... horizontalError depthError magError magNst    status  \
241    ci  ...            0.09       0.41      NaN      4  reviewed   
311    ci  ...            0.11       0.41    0.138    180  reviewed   
414    ci  ...            0.09       0.29      NaN      6  reviewed   
601    ci  ...            0.09       0.35    0.163    264  reviewed   
663    ci  ...            0.09       0.31    0.156    261  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32832  ci  ...            4.88      31.61    0.095    9.0  reviewed   
32834  ci  ...            1.58      31.61    0.147    5.0  reviewed   
32855  ci  ...            2.53      31.61    0.087    6.0  reviewed   
32888  ci  ...            1.73      31.61    0.135    6.0  reviewed   
32889  ci  ...            5.37      31.61    0.015    4.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
241               ci        ci\r  2022-12-31  0.829436  Grid_-117_34  
311               ci        ci\r  2022-09-27  0.801982  Grid_-117_34  
414               ci        ci\r  2022-05-16  0.882946  Grid_-117_34  
601               ci        ci\r  2021-10-01  0.747785  Grid_-117_34  
663               ci        ci\r  2021-08-16  0.745610  Grid_-117_34  
...              ...         ...         ...       ...           ...  
32832             ci        ci\r  1960-10-08  0.758555  Grid_-117_34  
32834             ci        ci\r  1960-09-28  0.741238  Grid_-117_34  
32855             ci        ci\r  1960-06-28  0.739042  Grid_-117_34  
32888             ci        ci\r  1960-01-31  0.809942  Grid_-117_34  
32889             ci        ci\r  1960-01-29  0.743428  Grid_-117_34  

[2639 rows x 24 columns], 'Grid_-117_35':         latitude   longitude depth   mag magType  nst    gap      dmin   rms  \
441    35.038167 -116.976500  2.01  3.62      mw   47     37    0.1633  0.11   
556    35.986833 -116.080667  2.74  3.12      ml   17     50    0.1802  0.18   
859    35.060833 -116.619833  1.97  3.01      ml   27     49  0.005958  0.13   
1876   35.827000 -116.601833  1.05  3.16      ml   42     75     0.257   0.2   
1878   35.095000 -116.967167  2.27  3.93      mw   46     33    0.2205  0.13   
...          ...         ...   ...   ...     ...  ...    ...       ...   ...   
32730  35.100333 -116.776833     6  3.44      ml    8    175     0.979  0.56   
32732  35.824833 -116.806500     6  3.36      ml    6    284    0.6429  0.45   
32807  35.108333 -116.498833   6.0  3.12      ml  5.0  265.0     1.141  0.68   
32815  35.133500 -116.736667   6.0  3.20      ml  9.0  191.0    0.9783  0.81   
32892  35.419167 -116.288333   6.0  3.38      ml  6.0  231.0     1.138  0.39   

      net  ... horizontalError depthError magError magNst    status  \
441    ci  ...             0.1       0.45      NaN      6  reviewed   
556    ci  ...            0.22       0.96    0.155     96  reviewed   
859    ci  ...            0.15       0.21    0.128    161  reviewed   
1876   ci  ...             0.2       0.75    0.155     77  reviewed   
1878   ci  ...            0.12        0.6      NaN      4  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32730  ci  ...             2.7      31.61    0.082      6  reviewed   
32732  ci  ...            3.04      31.61    0.037     12  reviewed   
32807  ci  ...            5.86      31.61    0.118    9.0  reviewed   
32815  ci  ...            3.19      31.61    0.113   11.0  reviewed   
32892  ci  ...            2.46      31.61    0.079    9.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
441               ci        ci\r  2022-04-03  0.857649  Grid_-117_35  
556               ci        ci\r  2021-12-07  0.758555  Grid_-117_35  
859               ci        ci\r  2021-04-23  0.734627  Grid_-117_35  
1876              ci        ci\r  2020-02-13  0.767048  Grid_-117_35  
1878              ci        ci\r  2020-02-08  0.912426  Grid_-117_35  
...              ...         ...         ...       ...           ...  
32730             ci        ci\r  1961-08-12  0.823648  Grid_-117_35  
32732             ci        ci\r  1961-08-06  0.807961  Grid_-117_35  
32807             ci        ci\r  1960-12-20  0.758555  Grid_-117_35  
32815             ci        ci\r  1960-11-22  0.775434  Grid_-117_35  
32892             ci        ci\r  1960-01-23  0.811917  Grid_-117_35  

[171 rows x 24 columns], 'Grid_-117_36':         latitude   longitude  depth   mag magType   nst    gap     dmin  \
865    36.655000 -116.267600    8.4  3.50      ml    40  34.24    0.079   
4192   36.619200 -116.247500    7.4  3.00      ml    30   36.3    0.089   
4642   36.626667 -116.935667  3.539  3.36      ml    20     81   0.1229   
4645   36.434333 -116.932500  8.199  3.63      ml    17     61  0.06477   
4771   36.394167 -116.935833  8.122  3.15      ml    24     55  0.09349   
...          ...         ...    ...   ...     ...   ...    ...      ...   
32138  36.680500 -116.358833   0.01  3.23      ml     7    300    1.322   
32182  36.949667 -116.109333   0.01  4.33      ml    12    272     1.65   
32644  36.055500 -116.066833      6  3.60      ml     5    294    1.265   
32769  36.735667 -116.032000    6.0  3.25      mh   3.0  314.0    1.563   
32770  36.728167 -116.091667    6.0  4.31      ml  13.0  250.0     1.52   

          rms net  ... horizontalError depthError magError magNst    status  \
865    0.1451  nn  ...             NaN        0.9     0.37     21  reviewed   
4192   0.1507  nn  ...             NaN        1.4     0.22     14  reviewed   
4642     0.24  ci  ...            0.36       1.72     0.15     85  reviewed   
4645     0.16  ci  ...             0.4       1.12    0.113    164  reviewed   
4771     0.13  ci  ...            0.33       0.72    0.076     41  reviewed   
...       ...  ..  ...             ...        ...      ...    ...       ...   
32138    0.46  ci  ...            15.1      31.61    0.266      4  reviewed   
32182    0.33  ci  ...            7.24      31.61    0.101     12  reviewed   
32644    0.51  ci  ...            6.29      31.61    0.093      8  reviewed   
32769    0.59  ci  ...           10.14      31.61    0.131   12.0  reviewed   
32770    0.69  ci  ...            3.42      31.61    0.117   12.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
865               nn        nn\r  2021-04-17  0.835175  Grid_-117_36  
4192              nn        nn\r  2015-07-22  0.732408  Grid_-117_36  
4642              ci        ci\r  2014-07-11  0.807961  Grid_-117_36  
4645              ci        ci\r  2014-07-09  0.859488  Grid_-117_36  
4771              ci        ci\r  2014-01-18  0.764935  Grid_-117_36  
...              ...         ...         ...       ...           ...  
32138             ci        ci\r  1964-06-18  0.781655  Grid_-117_36  
32182             ci        ci\r  1964-02-18  0.977045  Grid_-117_36  
32644             ci        ci\r  1961-11-26  0.853956  Grid_-117_36  
32769             ci        ci\r  1961-03-27  0.785770  Grid_-117_36  
32770             ci        ci\r  1961-03-27  0.973959  Grid_-117_36  

[98 rows x 24 columns], 'Grid_-117_37':         latitude   longitude depth   mag magType nst     gap   dmin     rms  \
3184   37.469600 -116.695600  15.9  4.10      ml  56   34.09  0.271  0.2249   
4815   37.893300 -116.071100  12.2  3.10      ml   6  174.13  0.666  0.0882   
4826   37.058600 -116.089000   5.9  3.60      ml  25   77.76  0.093  0.1929   
5265   37.144000 -116.367000   3.8  3.10      ml  81    18.8    NaN     NaN   
6929   37.653100 -116.791200   2.7  3.20      ml  19   91.41  0.471  0.1097   
...          ...         ...   ...   ...     ...  ..     ...    ...     ...   
32638  37.126667 -116.048667   0.2  3.06      mh   4     316  1.746    1.87   
32641  37.045833 -116.027667  0.01  4.12      ml  13     263  1.762    0.95   
32659  37.048500 -116.031167   0.2  3.13      ml   4     331  1.763    1.11   
32676  37.194333 -116.207000   0.3  3.74      ml   7     279  1.623    0.38   
32706  37.187833 -116.207833  0.04  4.20      ml  13     266  1.622    0.83   

      net  ... horizontalError depthError magError magNst    status  \
3184   nn  ...             NaN        0.9     0.21     14  reviewed   
4815   nn  ...             NaN        9.5     0.79      5  reviewed   
4826   nn  ...             NaN        1.3     0.64     15  reviewed   
5265   us  ...             NaN        NaN      NaN    NaN  reviewed   
6929   nn  ...             NaN        6.7     0.31     12  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32638  ci  ...              99      31.61     0.13     12  reviewed   
32641  ci  ...              99      31.61    0.055     12  reviewed   
32659  ci  ...              99      31.61    0.215      7  reviewed   
32676  ci  ...              99      31.61    0.201      6  reviewed   
32706  ci  ...              99      31.61    0.163     12  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
3184              nn        nn\r  2019-06-11  0.940658  Grid_-117_37  
4815              nn        nn\r  2013-11-12  0.754268  Grid_-117_37  
4826              nn        nn\r  2013-10-25  0.853956  Grid_-117_37  
5265             ren       ren\r  2012-06-15  0.754268  Grid_-117_37  
6929              nn        nn\r  2010-02-22  0.775434  Grid_-117_37  
...              ...         ...         ...       ...           ...  
32638             ci        ci\r  1961-12-13  0.745610  Grid_-117_37  
32641             ci        ci\r  1961-12-03  0.943902  Grid_-117_37  
32659             ci        ci\r  1961-10-29  0.760689  Grid_-117_37  
32676             ci        ci\r  1961-10-10  0.879390  Grid_-117_37  
32706             ci        ci\r  1961-09-15  0.956723  Grid_-117_37  

[729 rows x 24 columns], 'Grid_-117_38':         latitude   longitude  depth   mag magType  nst     gap   dmin     rms  \
370    38.724000 -116.096600    2.6  3.10      ml   12   60.33  0.853   0.153   
373    38.687800 -116.087500      0  3.10      ml    9    59.3  0.866  0.1554   
374    38.719200 -116.087300      0  3.00      ml   10   69.93  0.861  0.1854   
375    38.684000 -116.104600    2.8  3.50      ml   12   54.47  0.853  0.1641   
376    38.687000 -116.087800    0.8  3.50      ml   16   55.82  0.866  0.1461   
382    38.694300 -116.089700    0.2  3.50      ml   15   55.91  0.863  0.1739   
383    38.705300 -116.085800   17.9  3.10      ml   11  103.84  0.864  0.1853   
629    38.288200 -116.011500    4.1  3.30      ml   19   92.06  0.677  0.1928   
683    38.171600 -116.728000    0.9  3.00      ml   29  124.62  0.401  0.1391   
684    38.172900 -116.715400      1  3.80      ml   39  106.33  0.411  0.2018   
851    38.167200 -116.729500    8.3  4.10      ml   16   72.84  0.399  0.1758   
3200   38.396000 -116.633900   14.8  4.20      ml   87   68.33  0.563  0.2631   
3554   38.835200 -116.714300   12.5  3.30      ml   19   96.26  0.364  0.1203   
4239   38.976200 -116.063700      0  3.60      ml   33   67.05   0.73  0.2522   
4333   38.959900 -116.081500      0  3.30      ml   12   85.63  0.724  0.3001   
4364   38.852300 -116.173000      0  3.10      ml    7  233.69  0.682  0.2124   
4516   38.891300 -116.162300      0  3.80      ml   11   64.72  0.705  0.1056   
4529   38.287400 -116.436800      0  3.00      ml    7   79.36  0.653  0.1943   
5255   38.216400 -116.491900      0  3.20      ml   35  159.34  0.924  0.1234   
5415   38.648000 -116.162000      0  3.40      ml    9  157.02  0.542  0.1807   
5561   38.308900 -116.453000      0  3.90      ml    9  135.63  0.682  0.0691   
5609   38.294000 -116.425700      4  3.30      ml    6  162.83  0.662  0.0135   
8056   38.162500 -116.268400   19.7  3.40      ml    8  102.57  0.129  0.1141   
8428   38.096100 -116.282500   13.7  3.40      ml    4  262.72  0.736  0.0232   
9683   38.533000 -116.941400    3.5  3.00      ml    6  152.69  0.501  0.0786   
11807  38.490000 -116.010000      3  3.20      md  NaN     NaN    NaN     NaN   
12844  38.254000 -116.971000      5  3.00      ml  NaN     NaN    NaN    0.27   
15744  38.387000 -116.120000      5  3.10      ml  NaN     NaN    NaN     0.8   
15749  38.323000 -116.159000      5  3.10      ml  NaN     NaN    NaN     0.7   
17755  38.673000 -116.457000     10  3.20      mb  NaN     NaN    NaN       1   
18941  38.737000 -116.435000      5  3.40      ml  NaN     NaN    NaN     0.3   
19028  38.656000 -116.300000      5  3.10      md  NaN     NaN    NaN     0.4   
19067  38.727000 -116.494000      5  3.40      ml  NaN     NaN    NaN     0.7   
19280  38.755000 -116.512000      5  3.30      ml  NaN     NaN    NaN       1   
19324  38.444000 -116.080000      5  4.20      ml  NaN     NaN    NaN     0.5   
20191  38.574000 -116.875000  4.208  3.07      mc    0   297.4    NaN   0.521   
22245  38.867000 -116.017000      5  4.20      ml  NaN     NaN    NaN     0.4   
27078  38.978000 -116.584000      5  3.00      ml  NaN     NaN    NaN     NaN   
27728  38.910000 -116.430000      1  4.70      mb  NaN     NaN    NaN     NaN   
30053  38.432667 -116.334167      6  3.31      mh    3     332    NaN    0.39   
30789  38.950000 -116.400000    NaN  4.50      mb  NaN     NaN    NaN     NaN   
31325  38.493000 -116.192000     10  5.25      mw  NaN     NaN    NaN     NaN   
32890  38.000000 -116.500000    NaN  4.90      ml  NaN     NaN    NaN     NaN   

          net  ... horizontalError depthError magError magNst    status  \
370        nn  ...             NaN          3     0.36      6  reviewed   
373        nn  ...             NaN        3.1     0.13      4  reviewed   
374        nn  ...             NaN          0     0.18      5  reviewed   
375        nn  ...             NaN        4.5     0.41      6  reviewed   
376        nn  ...             NaN        1.7     0.12      7  reviewed   
382        nn  ...             NaN        1.3     0.55      6  reviewed   
383        nn  ...             NaN        2.3     0.23      6  reviewed   
629        nn  ...             NaN        2.1     0.36     11  reviewed   
683        nn  ...             NaN        1.4     0.54     12  reviewed   
684        nn  ...             NaN        1.3     0.43     22  reviewed   
851        nn  ...             NaN        4.5     0.33     10  reviewed   
3200       nn  ...             NaN        1.1     0.27     36  reviewed   
3554       nn  ...             NaN        2.6     0.32      9  reviewed   
4239       nn  ...             NaN          0     0.29     23  reviewed   
4333       nn  ...             NaN          0     0.23      7  reviewed   
4364       nn  ...             NaN          0     0.01      3  reviewed   
4516       nn  ...             NaN          0     0.44      6  reviewed   
4529       nn  ...             NaN        6.5     0.14      3  reviewed   
5255       nn  ...             NaN        2.2     0.39     10  reviewed   
5415       nn  ...             NaN          0      0.3      7  reviewed   
5561       nn  ...             NaN          0     0.43      6  reviewed   
5609       nn  ...             NaN        6.7      0.2      2  reviewed   
8056       nn  ...             NaN        2.6      NaN    NaN  reviewed   
8428       nn  ...             NaN       44.4      NaN    NaN  reviewed   
9683       nn  ...             NaN       12.8      NaN    NaN  reviewed   
11807      us  ...             NaN        NaN      NaN    NaN  reviewed   
12844      us  ...             NaN        NaN      NaN    NaN  reviewed   
15744      us  ...             NaN        NaN      NaN    NaN  reviewed   
15749      us  ...             NaN        NaN      NaN    NaN  reviewed   
17755      us  ...             NaN        NaN      NaN      1  reviewed   
18941      us  ...             NaN        NaN      NaN    NaN  reviewed   
19028      us  ...             NaN        NaN      NaN    NaN  reviewed   
19067      us  ...             NaN        NaN      NaN    NaN  reviewed   
19280      us  ...             NaN        NaN      NaN    NaN  reviewed   
19324      us  ...             NaN        NaN      NaN    NaN  reviewed   
20191      ci  ...             NaN        NaN      NaN      8  reviewed   
22245      us  ...             NaN        1.1      NaN    NaN  reviewed   
27078      us  ...             NaN        NaN      NaN    NaN  reviewed   
27728      us  ...             NaN        NaN      NaN    NaN  reviewed   
30053      ci  ...            7.37      31.61    0.247     11  reviewed   
30789   ushis  ...             NaN        NaN      NaN    NaN  reviewed   
31325  iscgem  ...             NaN         25     0.27    NaN  reviewed   
32890   ushis  ...             NaN        NaN      NaN    NaN  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
370               nn        nn\r  2022-07-14  0.754268  Grid_-117_38  
373               nn        nn\r  2022-07-12  0.754268  Grid_-117_38  
374               nn        nn\r  2022-07-11  0.732408  Grid_-117_38  
375               nn        nn\r  2022-07-11  0.835175  Grid_-117_38  
376               nn        nn\r  2022-07-11  0.835175  Grid_-117_38  
382               nn        nn\r  2022-07-03  0.835175  Grid_-117_38  
383               nn        nn\r  2022-07-02  0.754268  Grid_-117_38  
629               nn        nn\r  2021-09-08  0.795948  Grid_-117_38  
683               nn        nn\r  2021-07-24  0.732408  Grid_-117_38  
684               nn        nn\r  2021-07-24  0.890001  Grid_-117_38  
851               nn        nn\r  2021-04-28  0.940658  Grid_-117_38  
3200              nn        nn\r  2019-05-23  0.956723  Grid_-117_38  
3554              nn        nn\r  2017-10-11  0.795948  Grid_-117_38  
4239              nn        nn\r  2015-05-24  0.853956  Grid_-117_38  
4333              nn        nn\r  2015-01-29  0.795948  Grid_-117_38  
4364              nn        nn\r  2015-01-06  0.754268  Grid_-117_38  
4516              nn        nn\r  2014-11-04  0.890001  Grid_-117_38  
4529              nn        nn\r  2014-10-21  0.732408  Grid_-117_38  
5255              nn        nn\r  2012-07-01  0.775434  Grid_-117_38  
5415              nn        nn\r  2011-10-23  0.815850  Grid_-117_38  
5561              nn        nn\r  2011-04-30  0.907318  Grid_-117_38  
5609              nn        nn\r  2011-04-13  0.795948  Grid_-117_38  
8056              nn        nn\r  2007-03-01  0.815850  Grid_-117_38  
8428              nn        nn\r  2005-11-29  0.815850  Grid_-117_38  
9683              nn        nn\r  2002-12-20  0.732408  Grid_-117_38  
11807            ren       ren\r  1999-02-09  0.775434  Grid_-117_38  
12844             us        us\r  1997-01-20  0.732408  Grid_-117_38  
15744             us       gs$\r  1992-07-17  0.754268  Grid_-117_38  
15749             us       gs$\r  1992-07-16  0.754268  Grid_-117_38  
17755             us        us\r  1990-11-28  0.775434  Grid_-117_38  
18941             us        us\r  1988-10-19  0.815850  Grid_-117_38  
19028             us       ren\r  1988-08-22  0.754268  Grid_-117_38  
19067             us        us\r  1988-07-20  0.815850  Grid_-117_38  
19280             us        us\r  1988-02-01  0.795948  Grid_-117_38  
19324             us       brk\r  1987-12-30  0.956723  Grid_-117_38  
20191             ci        ci\r  1986-09-11  0.747785  Grid_-117_38  
22245             us        us\r  1983-09-13  0.956723  Grid_-117_38  
27078             us        gs\r  1977-12-13  0.732408  Grid_-117_38  
27728             us        us\r  1976-08-22  1.031708  Grid_-117_38  
30053             ci        ci\r  1972-07-01  0.797965  Grid_-117_38  
30789          ushis        us\r  1970-03-28  1.002718  Grid_-117_38  
31325         iscgem    iscgem\r  1968-05-22  1.105485  Grid_-117_38  
32890          ushis       brk\r  1960-01-26  1.059490  Grid_-117_38  

[43 rows x 24 columns], 'Grid_-118_32':         latitude   longitude  depth   mag magType   nst    gap    dmin   rms  \
1024   32.591667 -117.290000  15.71  3.25      ml    47    200  0.1351  0.16   
1929   32.587500 -117.922333  28.95  3.35      ml    33    203  0.5961  0.19   
1950   32.943500 -117.549000  15.11  3.19      ml    76    138  0.2778  0.18   
3381   32.397499 -117.760498  29.84  3.13      ml    22    298  0.5608  0.16   
3406   32.606833 -117.540667   17.8  3.46      ml    55    183  0.2891  0.18   
...          ...         ...    ...   ...     ...   ...    ...     ...   ...   
32373  32.213000 -117.060000      6  3.54      ml     4    314  0.5696   0.3   
32521  32.599333 -117.266000      6  3.27      ml     8    242  0.5075  0.72   
32572  32.976500 -117.770500      6  3.30      ml    10    174   0.923  0.58   
32748  32.636333 -117.029833      6  3.17      ml     6    247  0.3049  0.64   
32771  32.496500 -117.687167    6.0  3.61      ml  11.0  243.0  0.8762  0.46   

      net  ... horizontalError depthError magError magNst     status  \
1024   ci  ...            0.37       0.28    0.108    115   reviewed   
1929   ci  ...            0.66       0.38    0.144     90   reviewed   
1950   ci  ...            0.24       0.41    0.152    166   reviewed   
3381   ci  ...            0.89       0.44    0.167     30  automatic   
3406   ci  ...            0.37        0.6    0.147    322   reviewed   
...    ..  ...             ...        ...      ...    ...        ...   
32373  ci  ...            2.02      31.61    0.011      3   reviewed   
32521  ci  ...            3.22      31.61    0.027      2   reviewed   
32572  ci  ...            2.22      31.61    0.052      7   reviewed   
32748  ci  ...             3.5      31.61    0.272      7   reviewed   
32771  ci  ...            2.68      31.61    0.234    9.0   reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
1024              ci        ci\r  2020-12-05  0.785770  Grid_-118_32  
1929              ci        ci\r  2019-12-10  0.805974  Grid_-118_32  
1950              ci        ci\r  2019-11-21  0.773347  Grid_-118_32  
3381              ci        ci\r  2018-08-19  0.760689  Grid_-118_32  
3406              ci        ci\r  2018-06-20  0.827512  Grid_-118_32  
...              ...         ...         ...       ...           ...  
32373             ci        ci\r  1963-04-27  0.842751  Grid_-118_32  
32521             ci        ci\r  1962-08-04  0.789860  Grid_-118_32  
32572             ci        ci\r  1962-04-24  0.795948  Grid_-118_32  
32748             ci        ci\r  1961-05-30  0.769154  Grid_-118_32  
32771             ci        ci\r  1961-03-25  0.855805  Grid_-118_32  

[256 rows x 24 columns], 'Grid_-118_33':         latitude   longitude  depth   mag magType   nst    gap     dmin   rms  \
307    33.869667 -117.764667   4.27  3.08      ml   142     19  0.04589  0.25   
487    33.732333 -117.478667  11.02  3.62      ml   184     23  0.02789  0.23   
952    33.089667 -117.622833  13.77  3.14      ml    75    123    0.232  0.18   
1208   33.701000 -117.435500   9.12  3.28      ml   175     28  0.03022  0.26   
1280   33.865667 -117.833667    8.8  3.50      ml   186     21  0.05225  0.27   
...          ...         ...    ...   ...     ...   ...    ...      ...   ...   
32749  33.985167 -117.029667  20.42  3.01      ml     6    137   0.2874  0.24   
32766  33.729000 -117.872833      6  3.46      ml     6    138   0.4864  0.69   
32812  33.241000 -117.471667    6.0  3.59      ml  11.0  176.0   0.5223  0.44   
32852  33.720000 -117.903333    6.0  3.23      ml   7.0  163.0   0.3916  0.32   
32875  33.939667 -117.562167    0.0  3.15      ml   8.0  144.0   0.1642   0.5   

      net  ... horizontalError depthError magError magNst    status  \
307    ci  ...            0.12       0.38    0.178    196  reviewed   
487    ci  ...            0.12       0.23    0.143    264  reviewed   
952    ci  ...            0.25       0.52    0.201    154  reviewed   
1208   ci  ...            0.13       0.32    0.157    228  reviewed   
1280   ci  ...            0.14       0.38    0.166    306  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32749  ci  ...             1.1       1.61    0.154      5  reviewed   
32766  ci  ...            2.08      31.61    0.366      9  reviewed   
32812  ci  ...             1.5      31.61    0.182    8.0  reviewed   
32852  ci  ...             1.4      31.61     0.29    8.0  reviewed   
32875  ci  ...            1.62       3.48    0.071    5.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
307               ci        ci\r  2022-10-03  0.749953  Grid_-118_33  
487               ci        ci\r  2022-02-06  0.857649  Grid_-118_33  
952               ci        ci\r  2021-01-26  0.762815  Grid_-118_33  
1208              ci        ci\r  2020-09-21  0.791896  Grid_-118_33  
1280              ci        ci\r  2020-08-03  0.835175  Grid_-118_33  
...              ...         ...         ...       ...           ...  
32749             ci        ci\r  1961-05-29  0.734627  Grid_-118_33  
32766             ci        ci\r  1961-04-04  0.827512  Grid_-118_33  
32812             ci        ci\r  1960-11-25  0.852101  Grid_-118_33  
32852             ci        ci\r  1960-07-08  0.781655  Grid_-118_33  
32875             ci        ci\r  1960-03-25  0.764935  Grid_-118_33  

[281 rows x 24 columns], 'Grid_-118_34':         latitude   longitude  depth   mag magType   nst    gap     dmin   rms  \
285    34.341833 -117.569000   4.35  3.01      ml   130     26  0.09885  0.22   
333    34.020333 -117.559500  11.39  3.57      mw   172     15  0.01579  0.22   
353    34.460333 -117.807500   5.14  3.33      ml   124     20  0.03137   0.2   
368    34.220667 -117.595167  13.57  3.25      ml   149     16  0.05554  0.21   
452    34.049833 -117.564500    7.4  3.28      ml   198     18  0.03922  0.24   
...          ...         ...    ...   ...     ...   ...    ...      ...   ...   
32838  34.068167 -117.300833  15.43  3.54      ml  11.0  111.0  0.09688  0.27   
32839  34.155833 -117.434667   1.02  3.84      ml  13.0  110.0   0.1692  0.47   
32854  34.126333 -117.477333   1.32  4.09      ml  11.0  107.0   0.1572  0.61   
32883  34.011167 -117.586500   4.43  3.79      ml   8.0  137.0   0.1762  0.26   
32898  34.014833 -117.710667   6.22  3.03      ml   9.0  139.0   0.2793  0.56   

      net  ... horizontalError depthError magError magNst    status  \
285    ci  ...            0.11       0.45    0.184    198  reviewed   
333    ci  ...            0.11        0.2      NaN      6  reviewed   
353    ci  ...            0.11       0.46    0.192    196  reviewed   
368    ci  ...            0.11       0.25    0.166    219  reviewed   
452    ci  ...             0.1       0.24    0.229     49  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32838  ci  ...            0.81       0.67    0.114   10.0  reviewed   
32839  ci  ...            1.03       1.94    0.068   10.0  reviewed   
32854  ci  ...            2.09       2.68    0.103    8.0  reviewed   
32883  ci  ...            1.19       0.97    0.046   12.0  reviewed   
32898  ci  ...             2.2       2.85    0.215   11.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
285               ci        ci\r  2022-10-31  0.734627  Grid_-118_34  
333               ci        ci\r  2022-09-03  0.848377  Grid_-118_34  
353               ci        ci\r  2022-08-03  0.801982  Grid_-118_34  
368               ci        ci\r  2022-07-14  0.785770  Grid_-118_34  
452               ci        ci\r  2022-03-22  0.791896  Grid_-118_34  
...              ...         ...         ...       ...           ...  
32838             ci        ci\r  1960-09-01  0.842751  Grid_-118_34  
32839             ci        ci\r  1960-08-21  0.896982  Grid_-118_34  
32854             ci        ci\r  1960-06-28  0.939030  Grid_-118_34  
32883             ci        ci\r  1960-02-24  0.888244  Grid_-118_34  
32898             ci        ci\r  1960-01-05  0.739042  Grid_-118_34  

[452 rows x 24 columns], 'Grid_-118_35':         latitude   longitude depth   mag magType   nst    gap     dmin   rms  \
280    35.741500 -117.566667  3.56  3.19      ml    45     70  0.07821  0.15   
301    35.657833 -117.484167  4.94  3.01      ml    41     47  0.07339  0.14   
367    35.709167 -117.584333   6.3  4.58      mw    60     43  0.08708  0.19   
397    35.987667 -117.408167  0.72  3.24      ml    41     38   0.1399  0.17   
408    35.794500 -117.625333  5.92  3.08      ml    56     29    0.031  0.17   
...          ...         ...   ...   ...     ...   ...    ...      ...   ...   
32750  35.726667 -117.756833  0.41  3.40      ml     9     83   0.1571  0.52   
32773  35.167000 -117.051500   6.0  3.72      ml  11.0  174.0   0.7858  0.43   
32817  35.766167 -117.943833   6.0  3.48      ml  10.0   84.0   0.2859  0.48   
32828  35.594500 -117.513833  0.01  3.17      ml   8.0  183.0    0.231  0.77   
32853  35.140500 -117.049500   6.0  4.44      ml  12.0  198.0   0.8087  0.47   

      net  ... horizontalError depthError magError magNst    status  \
280    ci  ...            0.14        0.5    0.122    222  reviewed   
301    ci  ...            0.16       0.42    0.133    210  reviewed   
367    ci  ...            0.13       0.47      NaN      6  reviewed   
397    ci  ...            0.16       0.36    0.125     91  reviewed   
408    ci  ...            0.12        0.4    0.168     21  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32750  ci  ...            1.34       3.32    0.098     12  reviewed   
32773  ci  ...            1.72      31.61    0.078   10.0  reviewed   
32817  ci  ...            1.45      31.61    0.211    9.0  reviewed   
32828  ci  ...             2.7       4.28    0.089   12.0  reviewed   
32853  ci  ...            2.54      31.61    0.172    9.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
280               ci        ci\r  2022-11-11  0.773347  Grid_-118_35  
301               ci        ci\r  2022-10-09  0.734627  Grid_-118_35  
367               ci        ci\r  2022-07-15  1.014466  Grid_-118_35  
397               ci        ci\r  2022-06-15  0.783716  Grid_-118_35  
408               ci        ci\r  2022-05-31  0.749953  Grid_-118_35  
...              ...         ...         ...       ...           ...  
32750             ci        ci\r  1961-05-29  0.815850  Grid_-118_35  
32773             ci        ci\r  1961-03-12  0.875816  Grid_-118_35  
32817             ci        ci\r  1960-11-13  0.831355  Grid_-118_35  
32828             ci        ci\r  1960-10-16  0.769154  Grid_-118_35  
32853             ci        ci\r  1960-07-01  0.993770  Grid_-118_35  

[1656 rows x 24 columns], 'Grid_-118_36':         latitude   longitude  depth   mag magType nst  gap      dmin   rms  \
315    36.172167 -117.835500   7.13  3.04      ml  31   43    0.1162  0.16   
359    36.189000 -117.815667   6.86  3.10      ml  52   35   0.07801  0.18   
496    36.023500 -117.775500   1.83  3.12      ml  42   29  0.008475  0.16   
497    36.023000 -117.776333   1.63  3.02      ml  33   50  0.009243  0.13   
498    36.025667 -117.779167   1.74  3.03      ml  37   30   0.01128  0.14   
...          ...         ...    ...   ...     ...  ..  ...       ...   ...   
32287  36.178167 -117.671333  10.56  3.14      ml   8  167    0.2273  0.47   
32288  36.117167 -117.681167   0.85  3.64      ml  11  163    0.2165  0.29   
32540  36.089000 -117.775667      6  3.05      mh   3  172    0.1471  0.39   
32541  36.063333 -117.781667      6  3.12      ml   3  167     0.153  0.27   
32658  36.413833 -117.952000      6  3.50      mh   5  280    0.6623  0.63   

      net  ... horizontalError depthError magError magNst    status  \
315    ci  ...            0.17       0.74    0.208     64  reviewed   
359    ci  ...            0.16       0.42    0.191     22  reviewed   
496    ci  ...            0.14       0.19    0.139    105  reviewed   
497    ci  ...            0.11        0.1    0.143     80  reviewed   
498    ci  ...            0.13       0.17    0.133     40  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32287  ci  ...             1.2       2.16    0.068     10  reviewed   
32288  ci  ...             0.9       1.51    0.198      9  reviewed   
32540  ci  ...            1.87      31.61    0.204     10  reviewed   
32541  ci  ...            1.93      31.61    0.019      6  reviewed   
32658  ci  ...            6.49      31.61      NaN      0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
315               ci        ci\r  2022-09-21  0.741238  Grid_-118_36  
359               ci        ci\r  2022-07-22  0.754268  Grid_-118_36  
496               ci        ci\r  2022-01-26  0.758555  Grid_-118_36  
497               ci        ci\r  2022-01-26  0.736838  Grid_-118_36  
498               ci        ci\r  2022-01-26  0.739042  Grid_-118_36  
...              ...         ...         ...       ...           ...  
32287             ci        ci\r  1963-08-24  0.762815  Grid_-118_36  
32288             ci        ci\r  1963-08-24  0.861322  Grid_-118_36  
32540             ci        ci\r  1962-06-24  0.743428  Grid_-118_36  
32541             ci        ci\r  1962-06-24  0.758555  Grid_-118_36  
32658             ci        ci\r  1961-10-31  0.835175  Grid_-118_36  

[606 rows x 24 columns], 'Grid_-118_37':         latitude   longitude  depth   mag magType  nst    gap    dmin     rms  \
514    37.336333 -117.902833   8.72  3.01      ml   47     70   0.321     0.1   
518    37.333833 -117.902333    9.5  4.75      mw   65     70  0.3206     0.1   
907    37.122333 -117.490333  -1.36  3.21      ml   27     93  0.1662    0.15   
991    37.535500 -117.735100   11.3  3.40      ml   30  56.16   0.311  0.1428   
1305   37.528700 -117.438000    6.7  3.00      ml   45  61.68   0.269  0.1423   
...          ...         ...    ...   ...     ...  ...    ...     ...     ...   
32682  37.613500 -117.665667      6  3.48      ml    4    318   0.717    0.11   
32683  37.621833 -117.790167      6  3.10      ml    4    323  0.6663     0.5   
32684  37.635000 -117.771167      6  3.13      ml    3    322  0.6855    0.17   
32685  37.662000 -117.725167      6  3.80      ml    5    322   0.728    0.33   
32895  37.161167 -117.827333    0.0  3.79      ml  6.0  275.0  0.3392    0.69   

      net  ... horizontalError depthError magError magNst    status  \
514    nc  ...            0.29       0.73    0.274     20  reviewed   
518    nc  ...            0.22       0.57      NaN      4  reviewed   
907    ci  ...            0.22       0.56    0.175    157  reviewed   
991    nn  ...             NaN        0.7     0.26     14  reviewed   
1305   nn  ...             NaN        0.8     0.36     22  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32682  ci  ...            3.89      31.61    0.179      7  reviewed   
32683  ci  ...            4.38      31.61    0.046      5  reviewed   
32684  ci  ...             2.2      31.61    0.023      5  reviewed   
32685  ci  ...            2.15      31.61     0.19     11  reviewed   
32895  ci  ...            8.48       9.71    0.092    8.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
514               nc        nc\r  2022-01-07  0.734627  Grid_-118_37  
518               nc        nc\r  2022-01-06  1.038763  Grid_-118_37  
907               ci        ci\r  2021-03-09  0.777514  Grid_-118_37  
991               nn        nn\r  2020-12-27  0.815850  Grid_-118_37  
1305              nn        nn\r  2020-07-15  0.732408  Grid_-118_37  
...              ...         ...         ...       ...           ...  
32682             ci        ci\r  1961-10-02  0.831355  Grid_-118_37  
32683             ci        ci\r  1961-10-02  0.754268  Grid_-118_37  
32684             ci        ci\r  1961-10-02  0.760689  Grid_-118_37  
32685             ci        ci\r  1961-10-01  0.890001  Grid_-118_37  
32895             ci        ci\r  1960-01-11  0.888244  Grid_-118_37  

[306 rows x 24 columns], 'Grid_-118_38':         latitude   longitude depth   mag magType  nst    gap   dmin     rms  \
276    38.186400 -117.865500   6.3  3.50      ml   34  52.43  0.088  0.2189   
298    38.153300 -117.944600   9.8  3.10      ml   25  52.25  0.019  0.1303   
309    38.151000 -117.974800   9.3  3.10      ml   20  67.43  0.017  0.1596   
338    38.150200 -117.899300   6.1  3.90      ml   31  41.62  0.049   0.126   
341    38.181300 -117.971700   2.8  3.40      ml   22  73.53  0.021   0.168   
...          ...         ...   ...   ...     ...  ...    ...    ...     ...   
26093  38.421333 -117.616000     6  3.00      ml    4    327  1.449    0.81   
26305  38.511000 -117.879000     5  4.00      ml  NaN    NaN    NaN     NaN   
26518  38.249000 -117.504333     6  3.06      ml    2    357  1.863    0.08   
26985  38.944000 -117.990000     5  4.00      mb  NaN    NaN    NaN     NaN   
32001  38.900000 -117.700000    33  4.60      mb  NaN    NaN    NaN     NaN   

         net  ... horizontalError depthError magError magNst    status  \
276       nn  ...             NaN        0.8     0.51     17  reviewed   
298       nn  ...             NaN        0.6     0.24      8  reviewed   
309       nn  ...             NaN        0.8     0.11     13  reviewed   
338       nn  ...             NaN        0.8     0.27     14  reviewed   
341       nn  ...             NaN        1.1     0.31      8  reviewed   
...      ...  ...             ...        ...      ...    ...       ...   
26093     ci  ...            7.99      31.61    0.136      2  reviewed   
26305     us  ...             NaN        NaN      NaN    NaN  reviewed   
26518     ci  ...           11.46      31.61    0.273      3  reviewed   
26985     us  ...             NaN        NaN      NaN    NaN  reviewed   
32001  ushis  ...             NaN        NaN      NaN    NaN  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
276               nn        nn\r  2022-11-23  0.835175  Grid_-118_38  
298               nn        nn\r  2022-10-15  0.754268  Grid_-118_38  
309               nn        nn\r  2022-09-29  0.754268  Grid_-118_38  
338               nn        nn\r  2022-08-30  0.907318  Grid_-118_38  
341               nn        nn\r  2022-08-28  0.815850  Grid_-118_38  
...              ...         ...         ...       ...           ...  
26093             ci        ci\r  1979-10-15  0.732408  Grid_-118_38  
26305             us        gs\r  1979-06-08  0.924196  Grid_-118_38  
26518             ci        ci\r  1978-12-31  0.745610  Grid_-118_38  
26985             us        us\r  1978-03-05  0.924196  Grid_-118_38  
32001          ushis        us\r  1965-04-13  1.017371  Grid_-118_38  

[464 rows x 24 columns], 'Grid_-119_32':         latitude   longitude  depth   mag magType   nst    gap    dmin   rms  \
372    32.498000 -118.240500   5.93  3.58      mw    22    244  0.5456  0.35   
380    32.715000 -118.204667   5.84  3.20      ml    39    212  0.3909  0.31   
571    32.853833 -118.449500   3.08  3.06      ml    26    233  0.1501  0.37   
848    32.912833 -118.606667   5.86  3.04      ml    36    245   0.477  0.24   
1683   32.422833 -118.271500  17.49  3.00      ml    14    246  0.6021  0.24   
...          ...         ...    ...   ...     ...   ...    ...     ...   ...   
32038  32.558833 -118.466000   0.01  3.14      ml     9    225   1.112  0.67   
32069  32.721333 -118.273833      6  3.29      ml    11    207   1.161  0.76   
32144  32.741000 -118.555000   0.01  3.28      ml    10    240    1.44  0.61   
32813  32.821833 -118.157167    6.0  3.21      ml  11.0  195.0  0.9453  0.85   
32814  32.705000 -118.266667    6.0  3.03      ml   9.0  208.0     NaN  0.42   

      net  ... horizontalError depthError magError magNst    status  \
372    ci  ...            1.54      31.61      NaN      4  reviewed   
380    ci  ...            0.68      31.61    0.141    237  reviewed   
571    ci  ...            1.66        2.7    0.183     17  reviewed   
848    ci  ...            0.58      31.61    0.124    118  reviewed   
1683   ci  ...               1       1.58      0.1     60  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32038  ci  ...            7.36      31.61    0.101      9  reviewed   
32069  ci  ...            3.75      31.61    0.256      5  reviewed   
32144  ci  ...            3.65      31.61    0.271      9  reviewed   
32813  ci  ...            3.53      31.61    0.257    8.0  reviewed   
32814  ci  ...            2.66      31.61    0.065    6.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
372               ci        ci\r  2022-07-13  0.850242  Grid_-119_32  
380               ci        ci\r  2022-07-05  0.775434  Grid_-119_32  
571               ci        ci\r  2021-11-05  0.745610  Grid_-119_32  
848               ci        ci\r  2021-05-06  0.741238  Grid_-119_32  
1683              ci        ci\r  2020-05-15  0.732408  Grid_-119_32  
...              ...         ...         ...       ...           ...  
32038             ci        ci\r  1965-01-11  0.762815  Grid_-119_32  
32069             ci        ci\r  1964-11-12  0.793925  Grid_-119_32  
32144             ci        ci\r  1964-06-04  0.791896  Grid_-119_32  
32813             ci        ci\r  1960-11-23  0.777514  Grid_-119_32  
32814             ci        ci\r  1960-11-23  0.739042  Grid_-119_32  

[163 rows x 24 columns], 'Grid_-119_33':         latitude   longitude  depth   mag magType   nst    gap     dmin   rms  \
365    33.419667 -118.009000   9.99  3.55      ml    98     96   0.2078  0.26   
491    33.949000 -118.204833  15.79  3.26      ml   123     20  0.04203  0.25   
619    33.831333 -118.263667  11.86  4.28      mw   181     60  0.03611  0.28   
760    33.949833 -118.394667  11.69  3.16      ml   115     46  0.02354  0.21   
843    33.845333 -118.449000  11.84  3.45     mlr   182     64  0.07522  0.28   
...          ...         ...    ...   ...     ...   ...    ...      ...   ...   
32747  33.912500 -118.471833   4.56  3.05      ml     9    107   0.1802  0.38   
32811  33.185000 -118.939333    6.0  3.49      ml  10.0  174.0   0.4799  0.78   
32820  33.714167 -118.026000    6.0  3.34      ml   8.0  119.0   0.4497   0.7   
32840  33.686667 -118.369000   1.05  3.84      ml  10.0  122.0  0.06557  0.57   
32860  33.893000 -118.660333    6.0  3.11      ml  10.0  103.0   0.4796  0.63   

      net  ... horizontalError depthError magError magNst    status  \
365    ci  ...            0.24       0.64    0.143    222  reviewed   
491    ci  ...            0.15       0.25    0.154    225  reviewed   
619    ci  ...            0.17       0.25      NaN      6  reviewed   
760    ci  ...            0.16       0.21    0.153    290  reviewed   
843    ci  ...            0.17       0.24    0.146    317  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32747  ci  ...            0.87        1.8    0.087      5  reviewed   
32811  ci  ...            2.42      31.61    0.082    9.0  reviewed   
32820  ci  ...            1.69      31.61    0.148    9.0  reviewed   
32840  ci  ...            1.69       3.22    0.091   10.0  reviewed   
32860  ci  ...            1.38      31.61     0.15   10.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
365               ci        ci\r  2022-07-17  0.844632  Grid_-119_33  
491               ci        ci\r  2022-02-01  0.787818  Grid_-119_33  
619               ci        ci\r  2021-09-18  0.969302  Grid_-119_33  
760               ci        ci\r  2021-06-24  0.767048  Grid_-119_33  
843               ci        ci\r  2021-05-09  0.825583  Grid_-119_33  
...              ...         ...         ...       ...           ...  
32747             ci        ci\r  1961-06-12  0.743428  Grid_-119_33  
32811             ci        ci\r  1960-11-28  0.833268  Grid_-119_33  
32820             ci        ci\r  1960-11-06  0.803981  Grid_-119_33  
32840             ci        ci\r  1960-08-20  0.896982  Grid_-119_33  
32860             ci        ci\r  1960-05-18  0.756415  Grid_-119_33  

[265 rows x 24 columns], 'Grid_-119_34':         latitude   longitude  depth   mag magType   nst    gap     dmin   rms  \
481    34.389167 -118.641500   3.23  3.17      ml    93     17  0.03877  0.25   
513    34.436500 -118.991167    1.8  3.56      ml   105     19  0.06392  0.29   
580    34.016833 -118.197333  17.15  3.61      mw   126     15  0.01676  0.24   
623    34.227833 -118.897667   2.41  3.62      mw   110     36  0.02622  0.28   
918    34.269833 -118.704667  10.93  3.02      ml   110     31  0.03701  0.22   
...          ...         ...    ...   ...     ...   ...    ...      ...   ...   
32757  34.326167 -118.550167      6  3.15      ml    12     82   0.3606  0.52   
32805  34.663000 -118.578167    6.0  3.00      ml   8.0  159.0   0.6138  0.61   
32877  34.365333 -118.978500    6.0  3.22      ml   8.0  159.0   0.5091  0.54   
32878  34.991333 -118.828333   1.55  3.49      ml  11.0   88.0   0.1333  0.59   
32894  34.929667 -118.811833   4.59  3.37      ml   6.0  142.0  0.09296  0.36   

      net  ... horizontalError depthError magError magNst    status  \
481    ci  ...            0.15       0.31     0.16    160  reviewed   
513    ci  ...            0.19       0.55    0.136    162  reviewed   
580    ci  ...            0.15       0.27      NaN      4  reviewed   
623    ci  ...            0.18       0.29      NaN      4  reviewed   
918    ci  ...            0.14        0.3    0.151    169  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32757  ci  ...            1.15      31.61    0.205     12  reviewed   
32805  ci  ...            1.97      31.61    0.098   10.0  reviewed   
32877  ci  ...            2.26      31.61    0.203   11.0  reviewed   
32878  ci  ...            0.99       2.86    0.077   11.0  reviewed   
32894  ci  ...            1.18       1.75    0.067   10.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
481               ci        ci\r  2022-02-14  0.769154  Grid_-119_34  
513               ci        ci\r  2022-01-08  0.846507  Grid_-119_34  
580               ci        ci\r  2021-10-24  0.855805  Grid_-119_34  
623               ci        ci\r  2021-09-13  0.857649  Grid_-119_34  
918               ci        ci\r  2021-02-26  0.736838  Grid_-119_34  
...              ...         ...         ...       ...           ...  
32757             ci        ci\r  1961-05-07  0.764935  Grid_-119_34  
32805             ci        ci\r  1960-12-23  0.732408  Grid_-119_34  
32877             ci        ci\r  1960-03-16  0.779588  Grid_-119_34  
32878             ci        ci\r  1960-03-06  0.833268  Grid_-119_34  
32894             ci        ci\r  1960-01-18  0.809942  Grid_-119_34  

[1112 rows x 24 columns], 'Grid_-119_35':         latitude   longitude  depth   mag magType   nst    gap     dmin   rms  \
267    35.508667 -118.391500   5.07  3.56      mw    58     21   0.1678  0.16   
299    35.048667 -118.995833  12.27  3.67      mw    81     19  0.07285  0.27   
312    35.507667 -118.388500   5.18  3.70      mw    63     20   0.1698  0.17   
340    35.644333 -118.318167   7.28  3.42      ml    60     39  0.05762  0.16   
361    35.514333 -118.387333   5.38  3.38      ml    62     26   0.1641  0.16   
...          ...         ...    ...   ...     ...   ...    ...      ...   ...   
32874  35.973500 -118.408333    6.0  3.20      ml  10.0  134.0   0.3146  0.52   
32881  35.330500 -118.613500    6.0  3.32      ml  10.0  152.0   0.3505  0.63   
32882  35.380500 -118.681667    6.0  3.00      ml   7.0  190.0   0.3287  0.58   
32885  35.367000 -118.544167    6.0  3.02      ml   9.0  112.0   0.3006  0.58   
32886  35.350667 -118.563667    6.0  3.20      ml   9.0  112.0   0.3199  0.68   

      net  ... horizontalError depthError magError magNst    status  \
267    ci  ...            0.13        0.9      NaN      4  reviewed   
299    ci  ...            0.19       0.64      NaN      4  reviewed   
312    ci  ...            0.13       0.84      NaN      6  reviewed   
340    ci  ...            0.13       0.45    0.148    187  reviewed   
361    ci  ...            0.12       0.73    0.154    120  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32874  ci  ...            1.25      31.61    0.069    9.0  reviewed   
32881  ci  ...            2.13      31.61    0.045   11.0  reviewed   
32882  ci  ...            2.65      31.61    0.131   10.0  reviewed   
32885  ci  ...             1.6      31.61    0.108   10.0  reviewed   
32886  ci  ...            1.94      31.61    0.095   11.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
267               ci        ci\r  2022-12-07  0.846507  Grid_-119_35  
299               ci        ci\r  2022-10-12  0.866794  Grid_-119_35  
312               ci        ci\r  2022-09-27  0.872222  Grid_-119_35  
340               ci        ci\r  2022-08-28  0.819760  Grid_-119_35  
361               ci        ci\r  2022-07-18  0.811917  Grid_-119_35  
...              ...         ...         ...       ...           ...  
32874             ci        ci\r  1960-03-25  0.775434  Grid_-119_35  
32881             ci        ci\r  1960-02-26  0.799977  Grid_-119_35  
32882             ci        ci\r  1960-02-25  0.732408  Grid_-119_35  
32885             ci        ci\r  1960-02-22  0.736838  Grid_-119_35  
32886             ci        ci\r  1960-02-21  0.775434  Grid_-119_35  

[548 rows x 24 columns], 'Grid_-119_36':         latitude   longitude depth   mag magType  nst    gap     dmin   rms  \
420    36.918000 -118.007667  1.49  3.15      ml   21     77   0.1956  0.22   
423    36.132000 -118.065833  2.48  3.45      ml   50     45  0.09131  0.17   
596    36.989000 -118.325333  8.89  3.52      mw   46     65   0.1002  0.11   
632    36.150000 -118.065333  2.63  3.31      ml   45     46  0.09691  0.16   
929    36.157500 -118.071000  1.67  3.47      ml   38     46   0.1043   0.2   
...          ...         ...   ...   ...     ...  ...    ...      ...   ...   
32184  36.771000 -118.144833  5.59  3.58      ml    8    156   0.2908  0.43   
32496  36.060167 -118.107667     6  3.06      ml    5    125   0.4805  0.45   
32729  36.221000 -118.392000     6  3.16      ml    6    136    0.561  0.43   
32841  36.155833 -118.058667  2.69  3.01      ml  7.0  137.0  0.09197   0.6   
32876  36.225500 -118.312500   6.0  3.35      ml  8.0  144.0   0.3083  0.46   

      net  ... horizontalError depthError magError magNst    status  \
420    ci  ...            0.27       1.26    0.224     41  reviewed   
423    ci  ...            0.13       0.38    0.154     25  reviewed   
596    nc  ...            0.29       0.87      NaN      3  reviewed   
632    ci  ...            0.14       0.65    0.153     84  reviewed   
929    ci  ...            0.21       0.53    0.158     83  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32184  ci  ...            1.39       2.54    0.217     11  reviewed   
32496  ci  ...            1.48      31.61    0.102      5  reviewed   
32729  ci  ...            1.28      31.61    0.221      7  reviewed   
32841  ci  ...             1.4       3.01    0.134    6.0  reviewed   
32876  ci  ...             1.2      31.61    0.158   11.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
420               ci        ci\r  2022-05-09  0.764935  Grid_-119_36  
423               ci        ci\r  2022-05-02  0.825583  Grid_-119_36  
596               nc        nc\r  2021-10-06  0.838974  Grid_-119_36  
632               ci        ci\r  2021-09-05  0.797965  Grid_-119_36  
929               ci        ci\r  2021-02-21  0.829436  Grid_-119_36  
...              ...         ...         ...       ...           ...  
32184             ci        ci\r  1964-02-15  0.850242  Grid_-119_36  
32496             ci        ci\r  1962-09-17  0.745610  Grid_-119_36  
32729             ci        ci\r  1961-08-12  0.767048  Grid_-119_36  
32841             ci        ci\r  1960-08-17  0.734627  Grid_-119_36  
32876             ci        ci\r  1960-03-24  0.805974  Grid_-119_36  

[156 rows x 24 columns], 'Grid_-119_37':         latitude   longitude  depth   mag magType   nst    gap     dmin   rms  \
273    37.156333 -118.338000   8.17  3.91      ml    29    109  0.08622  0.06   
327    37.466500 -118.812333   8.99  3.00      ml    37     62   0.1133  0.04   
360    37.913333 -118.455167  10.03  3.06      ml    41     65   0.1248   0.1   
381    37.353000 -118.551667   10.3  3.38      ml    42     40   0.1779  0.07   
385    37.192500 -118.269500  11.63  3.24      ml    32    101  0.03959  0.08   
...          ...         ...    ...   ...     ...   ...    ...      ...   ...   
32786  37.485333 -118.497333    6.0  5.10      mh  11.0  301.0      NaN  0.65   
32787  37.769500 -118.198000    6.0  5.30      mh   6.0  317.0    1.642  0.67   
32810  37.571000 -118.803000    6.0  3.52      ml   4.0  332.0    0.689   0.2   
32835  37.705667 -118.412333    6.0  4.00      mh   4.0  331.0     1.61  0.57   
32858  37.517000 -118.733000   16.0  4.91      mw   NaN    NaN      NaN   NaN   

         net  ... horizontalError depthError magError magNst    status  \
273       nc  ...            0.51       0.77    0.178    155  reviewed   
327       nc  ...            0.25       0.84    0.251     30  reviewed   
360       nc  ...            0.22       1.03    0.216     30  reviewed   
381       nc  ...             0.2       0.97    0.233     73  reviewed   
385       nc  ...            0.38       0.46    0.291     48  reviewed   
...      ...  ...             ...        ...      ...    ...       ...   
32786     ci  ...            3.61      31.61      NaN    0.0  reviewed   
32787     ci  ...            6.19      31.61      NaN    0.0  reviewed   
32810     ci  ...            2.74      31.61    0.417   10.0  reviewed   
32835     ci  ...            7.17      31.61      NaN    0.0  reviewed   
32858  ushis  ...             NaN        NaN      NaN    NaN  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
273               nc        nc\r  2022-12-02  0.909025  Grid_-119_37  
327               nc        nc\r  2022-09-13  0.732408  Grid_-119_37  
360               nc        nc\r  2022-07-19  0.745610  Grid_-119_37  
381               nc        nc\r  2022-07-04  0.811917  Grid_-119_37  
385               nc        nc\r  2022-07-01  0.783716  Grid_-119_37  
...              ...         ...         ...       ...           ...  
32786             ci        ci\r  1961-02-02  1.086160  Grid_-119_37  
32787             ci        ci\r  1961-02-02  1.111805  Grid_-119_37  
32810             ci        ci\r  1960-12-01  0.838974  Grid_-119_37  
32835             ci        ci\r  1960-09-08  0.924196  Grid_-119_37  
32858          ushis        th\r  1960-06-05  1.060849  Grid_-119_37  

[3430 rows x 24 columns], 'Grid_-119_38':         latitude   longitude depth   mag magType  nst    gap   dmin     rms  \
426    38.700100 -118.479100   8.6  3.30      ml   29  52.68  0.287  0.1329   
436    38.001600 -118.046200   5.9  3.30      ml   25  50.68   0.13  0.1234   
467    38.141000 -118.020600   9.4  3.50      ml   29  53.59  0.048  0.1272   
474    38.251100 -118.362400   7.9  3.50      ml   21  60.49  0.112  0.1139   
493    38.142000 -118.005200     8  3.90      ml   25  77.33  0.036  0.1067   
...          ...         ...   ...   ...     ...  ...    ...    ...     ...   
31844  38.148167 -118.252667     6  3.68      ml    5    325  1.092    0.21   
32089  38.500000 -118.400000    26  5.00      mb  NaN    NaN    NaN     NaN   
32165  38.800000 -118.700000    16  4.50      mb  NaN    NaN    NaN     NaN   
32340  38.126500 -118.629833     6  3.61      ml    2    359  1.117     1.1   
32570  38.500000 -118.100000    25  4.60      ml  NaN    NaN    NaN     NaN   

         net  ... horizontalError depthError magError magNst    status  \
426       nn  ...             NaN        1.1     0.29     13  reviewed   
436       nn  ...             NaN        3.5     0.29     11  reviewed   
467       nn  ...             NaN          1     0.35     12  reviewed   
474       nn  ...             NaN        1.6     0.31      9  reviewed   
493       nn  ...             NaN        0.9     0.27      8  reviewed   
...      ...  ...             ...        ...      ...    ...       ...   
31844     ci  ...            4.59      31.61    0.045      6  reviewed   
32089  ushis  ...             NaN        NaN      NaN    NaN  reviewed   
32165  ushis  ...             NaN        NaN      NaN    NaN  reviewed   
32340     ci  ...           91.26      31.61    0.125      6  reviewed   
32570  ushis  ...             NaN        NaN      NaN    NaN  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
426               nn        nn\r  2022-04-28  0.795948  Grid_-119_38  
436               nn        nn\r  2022-04-14  0.795948  Grid_-119_38  
467               nn        nn\r  2022-03-01  0.835175  Grid_-119_38  
474               nn        nn\r  2022-02-21  0.835175  Grid_-119_38  
493               nn        nn\r  2022-01-30  0.907318  Grid_-119_38  
...              ...         ...         ...       ...           ...  
31844             ci        ci\r  1966-02-06  0.868609  Grid_-119_38  
32089          ushis        us\r  1964-10-23  1.072959  Grid_-119_38  
32165          ushis        us\r  1964-03-22  1.002718  Grid_-119_38  
32340             ci        ci\r  1963-05-26  0.855805  Grid_-119_38  
32570          ushis       brk\r  1962-04-25  1.017371  Grid_-119_38  

[746 rows x 24 columns], 'Grid_-120_32':         latitude   longitude   depth   mag magType  nst    gap    dmin    rms  \
1914   32.923667 -119.158167    5.83  3.74      ml   11    308  0.5656   0.14   
7942   32.474333 -119.266833  16.919  3.14      ml    2    334   1.023   0.07   
10316  32.941667 -119.115167   6.639  3.10      ml    4    326  0.4792   0.13   
12998  32.964000 -119.138000   5.765  3.30      ml    0  224.2     NaN   0.27   
13766  32.906000 -119.124000   5.765  3.13      ml    0  235.2     NaN  0.243   
20075  32.490000 -119.530000       6  3.30      ml  NaN    NaN     NaN    NaN   
23244  32.867000 -119.983000      16  3.80      mb  NaN    NaN     NaN    NaN   
23609  32.505000 -119.222000   5.783  3.64      ml    0  242.3     NaN  0.332   
26338  32.682000 -119.600000       5  3.10      ml  NaN    NaN     NaN    NaN   
31468  32.953333 -119.082333       6  3.13      ml    8     33  0.4508   0.47   
32024  32.742667 -119.020500       6  3.61      ml   12    230  0.6468   0.54   

      net  ... horizontalError depthError magError magNst    status  \
1914   ci  ...            0.74      31.61    0.152     41  reviewed   
7942   ci  ...            1.75      31.61    0.139    143  reviewed   
10316  ci  ...            1.24      16.34    0.196     43  reviewed   
12998  ci  ...             NaN        NaN      NaN     44  reviewed   
13766  ci  ...             NaN        NaN      NaN      7  reviewed   
20075  us  ...             NaN        NaN      NaN    NaN  reviewed   
23244  us  ...             NaN        NaN      NaN      1  reviewed   
23609  ci  ...             NaN        NaN      NaN     11  reviewed   
26338  us  ...             NaN        NaN      NaN    NaN  reviewed   
31468  ci  ...             2.5      31.61    0.174      8  reviewed   
32024  ci  ...            2.17      31.61    0.105     10  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
1914              ci        ci\r  2019-12-25  0.879390  Grid_-120_32  
7942              ci        ci\r  2007-08-01  0.762815  Grid_-120_32  
10316             ci        ci\r  2001-03-17  0.754268  Grid_-120_32  
12998             ci        ci\r  1996-08-19  0.795948  Grid_-120_32  
13766             ci        ci\r  1994-11-02  0.760689  Grid_-120_32  
20075            pas       pas\r  1986-11-21  0.795948  Grid_-120_32  
23244            pas        us\r  1982-09-20  0.890001  Grid_-120_32  
23609             ci        ci\r  1982-01-28  0.861322  Grid_-120_32  
26338              p       pas\r  1979-05-08  0.754268  Grid_-120_32  
31468             ci        ci\r  1968-03-31  0.760689  Grid_-120_32  
32024             ci        ci\r  1965-02-12  0.855805  Grid_-120_32  

[11 rows x 24 columns], 'Grid_-120_33':         latitude   longitude depth   mag magType   nst    gap    dmin   rms  \
591    33.873833 -119.344333  5.91  3.25      ml    61    134  0.3232  0.32   
1868   33.872500 -119.359667  5.95  3.08      ml    28    138  0.3287  0.28   
1906   33.917333 -119.228333  5.94  4.03      mw    80    150  0.2607  0.29   
3211   33.819500 -119.303833  5.89  3.03      ml    54     87  0.3266  0.26   
3453   33.819833 -119.734000  9.82  5.29      mw    88    132  0.1935  0.27   
...          ...         ...   ...   ...     ...   ...    ...     ...   ...   
32590  33.989167 -119.449833     6  3.00      ml     4    192  0.7438  0.28   
32654  33.320167 -119.057833     6  3.02      ml     9    152   0.384  0.57   
32689  33.200333 -119.096500     6  3.11      ml     9    199  0.3473  0.55   
32759  33.696000 -119.230833     6  3.10      ml    10    218  0.8446  0.37   
32774  33.484500 -119.027833   6.0  3.65      ml  12.0  129.0   0.467  0.69   

      net  ... horizontalError depthError magError magNst    status  \
591    ci  ...            0.35      31.61    0.156    126  reviewed   
1868   ci  ...             0.5      31.61    0.161     92  reviewed   
1906   ci  ...            0.41      31.61      NaN      6  reviewed   
3211   ci  ...            0.25      31.61    0.138    164  reviewed   
3453   ci  ...            0.32      31.61      NaN      6  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32590  ci  ...            1.26      31.61    0.255      5  reviewed   
32654  ci  ...            2.11      31.61    0.067      7  reviewed   
32689  ci  ...            2.53      31.61    0.097      8  reviewed   
32759  ci  ...            2.05      31.61    0.168     11  reviewed   
32774  ci  ...             1.6      31.61    0.259   10.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
591               ci        ci\r  2021-10-12  0.785770  Grid_-120_33  
1868              ci        ci\r  2020-02-25  0.749953  Grid_-120_33  
1906              ci        ci\r  2020-01-02  0.929178  Grid_-120_33  
3211              ci        ci\r  2019-05-03  0.739042  Grid_-120_33  
3453              ci        ci\r  2018-04-05  1.110545  Grid_-120_33  
...              ...         ...         ...       ...           ...  
32590             ci        ci\r  1962-03-26  0.732408  Grid_-120_33  
32654             ci        ci\r  1961-11-04  0.736838  Grid_-120_33  
32689             ci        ci\r  1961-09-28  0.756415  Grid_-120_33  
32759             ci        ci\r  1961-04-30  0.754268  Grid_-120_33  
32774             ci        ci\r  1961-03-12  0.863151  Grid_-120_33  

[106 rows x 24 columns], 'Grid_-120_34':         latitude   longitude  depth   mag magType  nst    gap     dmin   rms  \
415    34.912333 -119.353000   5.83  3.26      ml   72     26  0.05664  0.31   
469    34.422167 -119.136000  17.29  3.05      ml   96     23  0.01477  0.29   
470    34.421167 -119.132000  19.66  3.98      mw  129     18  0.01636  0.32   
484    34.417167 -119.132333  18.74  3.86      mw  114     22  0.02016   0.3   
507    34.438667 -119.298500  10.42  3.19      ml   81     28   0.0416  0.33   
...          ...         ...    ...   ...     ...  ...    ...      ...   ...   
32575  34.313833 -119.229500      6  3.87      ml   12     95    0.421  0.72   
32577  34.271500 -119.314667      6  3.31      ml    9     77      NaN  0.69   
32809  34.318667 -119.875833    4.0  3.27      ml  8.0  228.0   0.1804  0.39   
32850  34.279667 -119.100333    6.0  3.36      ml  8.0  158.0   0.5332  0.36   
32880  34.337000 -119.832333    8.0  3.09      ml  7.0  289.0   0.1419  0.43   

      net  ... horizontalError depthError magError magNst    status  \
415    ci  ...            0.24       0.63    0.189    129  reviewed   
469    ci  ...            0.22       0.47     0.13    169  reviewed   
470    ci  ...             0.2       0.35      NaN      4  reviewed   
484    ci  ...            0.22       0.42      NaN      4  reviewed   
507    ci  ...            0.26       0.52     0.15    145  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32575  ci  ...            1.48      31.61    0.188      9  reviewed   
32577  ci  ...            1.83      31.61    0.148     10  reviewed   
32809  ci  ...            1.48       1.13    0.131   12.0  reviewed   
32850  ci  ...            1.19      31.61    0.088   10.0  reviewed   
32880  ci  ...            3.07        1.7    0.023    3.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
415               ci        ci\r  2022-05-14  0.787818  Grid_-120_34  
469               ci        ci\r  2022-02-27  0.743428  Grid_-120_34  
470               ci        ci\r  2022-02-27  0.920855  Grid_-120_34  
484               ci        ci\r  2022-02-11  0.900445  Grid_-120_34  
507               ci        ci\r  2022-01-17  0.773347  Grid_-120_34  
...              ...         ...         ...       ...           ...  
32575             ci        ci\r  1962-04-19  0.902170  Grid_-120_34  
32577             ci        ci\r  1962-04-15  0.797965  Grid_-120_34  
32809             ci        ci\r  1960-12-01  0.789860  Grid_-120_34  
32850             ci        ci\r  1960-08-01  0.807961  Grid_-120_34  
32880             ci        ci\r  1960-02-28  0.752114  Grid_-120_34  

[275 rows x 24 columns], 'Grid_-120_35':         latitude   longitude  depth   mag magType  nst    gap     dmin   rms  \
394    35.108333 -119.006500  13.05  3.13      ml   71     30  0.08051  0.26   
521    35.284000 -119.390667  17.73  3.92      ml   59     56  0.05348  0.31   
667    35.040667 -119.083667   7.98  3.39      mw  101     19  0.01789   0.3   
831    35.309667 -119.205333   24.5  3.11      ml   50     37  0.08949  0.21   
1889   35.435833 -119.008333  17.99  3.19      ml   44     37   0.1018  0.23   
...          ...         ...    ...   ...     ...  ...    ...      ...   ...   
32821  35.300000 -119.333333    6.0  3.80      mh  NaN    NaN      NaN   NaN   
32826  35.640000 -119.301333    6.0  3.26      ml  8.0  161.0    0.377  0.56   
32827  35.613167 -119.275167    6.0  3.20      ml  8.0  192.0   0.3615  0.57   
32830  35.048667 -119.249167    6.0  3.43      ml  9.0  249.0   0.3367  0.45   
32831  35.074000 -119.063167   0.19  3.01      ml  7.0  154.0   0.2423  0.48   

      net  ... horizontalError depthError magError magNst    status  \
394    ci  ...             0.2       0.59    0.148    119  reviewed   
521    ci  ...            0.28       0.68     0.13    169  reviewed   
667    ci  ...            0.18       0.54      NaN      4  reviewed   
831    ci  ...            0.19       0.53    0.116    130  reviewed   
1889   ci  ...            0.21       0.59     0.14    261  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32821  ci  ...             NaN        NaN      NaN    0.0  reviewed   
32826  ci  ...             2.1      31.61      0.2    9.0  reviewed   
32827  ci  ...            2.39      31.61    0.068   10.0  reviewed   
32830  ci  ...            3.28      31.61    0.129    9.0  reviewed   
32831  ci  ...            1.26       2.93    0.037    8.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
394               ci        ci\r  2022-06-17  0.760689  Grid_-120_35  
521               ci        ci\r  2022-01-03  0.910728  Grid_-120_35  
667               ci        ci\r  2021-08-06  0.813887  Grid_-120_35  
831               ci        ci\r  2021-05-27  0.756415  Grid_-120_35  
1889              ci        ci\r  2020-01-29  0.773347  Grid_-120_35  
...              ...         ...         ...       ...           ...  
32821             ci        ci\r  1960-11-04  0.890001  Grid_-120_35  
32826             ci        ci\r  1960-10-18  0.787818  Grid_-120_35  
32827             ci        ci\r  1960-10-18  0.775434  Grid_-120_35  
32830             ci        ci\r  1960-10-09  0.821707  Grid_-120_35  
32831             ci        ci\r  1960-10-08  0.734627  Grid_-120_35  

[177 rows x 24 columns], 'Grid_-120_36':         latitude   longitude   depth   mag magType  nst    gap     dmin  \
3483   36.041000 -119.746500   22.46  3.48      mw   57     70    0.295   
5150   36.120667 -119.998667  10.012  4.06      mw  156     32   0.1081   
7420   36.104167 -119.834167  14.869  3.00      ml   57    116    0.227   
9498   36.994833 -119.229833    7.55  3.30      mh  NaN    NaN      NaN   
9508   36.406667 -119.439833   7.364  3.16      ml    7  308.8     1.05   
9976   36.023667 -119.826000  15.311  3.08      ml   92     44   0.2333   
10266  36.015667 -119.930500   8.752  3.28      ml   43    195   0.1523   
10329  36.683166 -119.433166  -0.211  3.26      ml   12    305   0.4069   
10442  36.000000 -120.000000   5.435  3.30      mh    0  312.3    1.066   
12122  36.158000 -119.742000   5.881  4.00      mh    0  198.5      NaN   
15408  36.003000 -119.943333  13.998  4.20      md  119     44   0.1468   
15445  36.020000 -119.879000  17.181  3.81      ml    0  168.5   0.5833   
19668  36.118000 -119.991333  24.016  3.40      ml   40    151   0.1117   
21141  36.076833 -119.996833  12.616  3.00      ml   41    166  0.01802   
21207  36.956167 -119.622000  -0.232  3.20      ml   96     58  0.07748   
21947  36.192333 -119.645000   10.12  3.08      md   80     70   0.3604   
24461  36.126333 -119.946000  15.715  3.12      md   19    281   0.3441   
28996  36.000167 -119.963500  13.213  4.06      md    9    306   0.3126   
29695  36.143500 -119.929667   5.258  3.41      md    7    320   0.3937   
29699  36.112167 -119.971333   8.448  3.91      md   10    270   0.3486   
29825  36.914333 -119.661667       6  3.10      ml    2    300    1.155   
29837  36.648000 -119.387000      18  4.10      mb  NaN    NaN      NaN   
29906  36.480833 -119.971333       6  3.11      ml    3    304    1.462   
30244  36.755500 -119.948500       6  3.59      ml    6    282      NaN   
30245  36.741667 -119.946833       6  3.22      ml    5    281      NaN   
30246  36.736333 -119.971167       6  3.10      ml    4    298      NaN   
30247  36.757500 -119.932167       6  3.23      ml    5    282      NaN   
30248  36.772833 -119.966000       6  3.18      ml    5    283      NaN   
31057  36.111167 -119.545500       6  3.58      ml   13     80      NaN   
31917  36.023500 -119.866833       6  3.29      ml    7    266   0.8912   
32043  36.587000 -119.792833       6  3.40      ml    7    251    1.172   

         rms net  ... horizontalError depthError magError magNst    status  \
3483    0.12  nc  ...             0.3       0.45      NaN      3  reviewed   
5150    0.25  nc  ...            0.23        0.5      NaN      6  reviewed   
7420    0.18  nc  ...            0.47       0.78    0.226     15  reviewed   
9498     NaN  ci  ...            1.79       41.1      NaN      0  reviewed   
9508    0.53  ci  ...           38.42       46.2    0.281      8  reviewed   
9976    0.24  nc  ...            0.31       0.76      NaN      3  reviewed   
10266   0.14  nc  ...            0.48       0.54      NaN      5  reviewed   
10329   1.21  ci  ...           26.11      16.05     0.27     10  reviewed   
10442   0.28  ci  ...             NaN        NaN      NaN      0  reviewed   
12122  1.646  ci  ...             NaN        NaN      NaN      0  reviewed   
15408   0.15  nc  ...            0.16       0.29     0.11    204  reviewed   
15445  0.399  ci  ...             NaN        NaN      NaN      4  reviewed   
19668   0.21  nc  ...            0.99       0.57      NaN      4  reviewed   
21141   0.29  nc  ...            0.39       0.39      NaN      0  reviewed   
21207   0.53  nc  ...             0.7       5.34      NaN      0  reviewed   
21947   0.27  nc  ...            0.51       1.07     0.13     79  reviewed   
24461   0.11  nc  ...             2.3       1.12     0.12     16  reviewed   
28996   0.06  nc  ...            6.78       3.73     0.61      7  reviewed   
29695   0.02  nc  ...            5.35       5.27     0.61      4  reviewed   
29699   0.05  nc  ...            2.12        2.2     0.04      3  reviewed   
29825   0.16  ci  ...            2.52      31.61    0.133      4  reviewed   
29837    NaN  us  ...             NaN        NaN      NaN    NaN  reviewed   
29906   0.19  ci  ...            2.92      31.61     0.01      2  reviewed   
30244   0.47  ci  ...            4.14      31.61    0.038      8  reviewed   
30245   0.29  ci  ...            2.71      31.61    0.027      4  reviewed   
30246   0.28  ci  ...            2.74      31.61    0.097      4  reviewed   
30247   0.25  ci  ...            2.45      31.61     0.02      4  reviewed   
30248   0.32  ci  ...            2.99      31.61    0.028      4  reviewed   
31057   0.54  ci  ...            1.23      31.61     0.07     10  reviewed   
31917   0.53  ci  ...            2.98      31.61    0.104     11  reviewed   
32043   0.71  ci  ...            3.77      31.61    0.051      5  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
3483              nc        nc\r  2018-02-05  0.831355  Grid_-120_36  
5150              nc        nc\r  2012-09-07  0.934122  Grid_-120_36  
7420              nc        nc\r  2008-10-06  0.732408  Grid_-120_36  
9498              ci        ci\r  2003-07-29  0.795948  Grid_-120_36  
9508              ci        ci\r  2003-07-04  0.767048  Grid_-120_36  
9976              nc        nc\r  2002-01-27  0.749953  Grid_-120_36  
10266             nc        nc\r  2001-04-24  0.791896  Grid_-120_36  
10329             ci        ci\r  2001-02-25  0.787818  Grid_-120_36  
10442             ci        ci\r  2000-11-23  0.795948  Grid_-120_36  
12122             ci        ci\r  1998-06-21  0.924196  Grid_-120_36  
15408             nc        nc\r  1992-09-27  0.956723  Grid_-120_36  
15445             ci        ci\r  1992-09-16  0.891753  Grid_-120_36  
19668             nc        nc\r  1987-09-15  0.815850  Grid_-120_36  
21141             nc        nc\r  1985-08-09  0.732408  Grid_-120_36  
21207             nc        nc\r  1985-07-02  0.775434  Grid_-120_36  
21947             nc        nc\r  1984-04-13  0.749953  Grid_-120_36  
24461             nc        nc\r  1980-11-02  0.758555  Grid_-120_36  
28996             nc        nc\r  1975-01-24  0.934122  Grid_-120_36  
29695             nc        nc\r  1974-02-21  0.817808  Grid_-120_36  
29699             nc        nc\r  1974-02-18  0.909025  Grid_-120_36  
29825             ci        ci\r  1973-10-03  0.754268  Grid_-120_36  
29837             us        us\r  1973-09-15  0.940658  Grid_-120_36  
29906             ci        ci\r  1973-04-27  0.756415  Grid_-120_36  
30244             ci        ci\r  1971-08-02  0.852101  Grid_-120_36  
30245             ci        ci\r  1971-08-01  0.779588  Grid_-120_36  
30246             ci        ci\r  1971-08-01  0.754268  Grid_-120_36  
30247             ci        ci\r  1971-08-01  0.781655  Grid_-120_36  
30248             ci        ci\r  1971-08-01  0.771254  Grid_-120_36  
31057             ci        ci\r  1969-06-19  0.850242  Grid_-120_36  
31917             ci        ci\r  1965-09-06  0.793925  Grid_-120_36  
32043             ci        ci\r  1964-12-23  0.815850  Grid_-120_36  

[31 rows x 24 columns], 'Grid_-120_37':         latitude   longitude   depth   mag magType nst  gap    dmin   rms net  \
1099   37.639167 -119.389833   11.81  3.40      ml  36   72  0.2466  0.06  nc   
1103   37.633667 -119.396000    8.39  3.10      md  44   60  0.2514  0.17  nc   
1515   37.083167 -119.268833   44.62  3.16      ml  33   96  0.2433  0.13  nc   
1927   37.369667 -119.977333   18.36  3.04      ml  63   53  0.1926  0.26  nc   
3353   37.409833 -119.605333    43.4  3.06      ml  31  158  0.1107  0.12  nc   
...          ...         ...     ...   ...     ...  ..  ...     ...   ...  ..   
27408  37.395333 -119.905167  14.931  3.10      md   7  176  0.4333  0.29  nc   
30643  37.380500 -119.996833       6  3.70      ml  11  133     NaN  0.52  ci   
30697  37.821500 -119.002167    0.01  3.12      ml   6  228     NaN  0.52  ci   
31798  37.059500 -119.797667       6  3.13      ml   4  288   1.254  0.29  ci   
32368  37.672000 -119.010000       6  3.82      ml   5  299  0.8755   0.2  ci   

       ... horizontalError depthError magError magNst    status  \
1099   ...            0.31        1.2    0.166     90  reviewed   
1103   ...            0.35       1.66    0.174     48  reviewed   
1515   ...             0.4       0.72    0.132     53  reviewed   
1927   ...             0.2       0.28    0.184    107  reviewed   
3353   ...             0.5       0.93    0.137     40  reviewed   
...    ...             ...        ...      ...    ...       ...   
27408  ...            5.26       2.85     0.49      2  reviewed   
30643  ...            2.01      31.61    0.108      4  reviewed   
30697  ...            8.85      31.61    0.462      8  reviewed   
31798  ...            2.93      31.61     0.24      5  reviewed   
32368  ...            2.06      31.61    0.177     10  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
1099              nc        nc\r  2020-11-04  0.815850  Grid_-120_37  
1103              nc        nc\r  2020-10-30  0.754268  Grid_-120_37  
1515              nc        nc\r  2020-05-22  0.767048  Grid_-120_37  
1927              nc        nc\r  2019-12-13  0.741238  Grid_-120_37  
3353              nc        nc\r  2018-10-22  0.745610  Grid_-120_37  
...              ...         ...         ...       ...           ...  
27408             nc        nc\r  1977-03-11  0.754268  Grid_-120_37  
30643             ci        ci\r  1971-02-01  0.872222  Grid_-120_37  
30697             ci        ci\r  1970-10-08  0.758555  Grid_-120_37  
31798             ci        ci\r  1966-05-27  0.760689  Grid_-120_37  
32368             ci        ci\r  1963-05-03  0.893500  Grid_-120_37  

[75 rows x 24 columns], 'Grid_-120_38':         latitude   longitude depth   mag magType  nst  gap     dmin   rms  \
279    38.511167 -119.518500  4.48  3.09      ml   24   83  0.03055  0.07   
282    38.518167 -119.520667  4.61  3.23      ml   22   96  0.03226  0.05   
287    38.547167 -119.534000  4.12  3.05      ml   24   64  0.04026  0.08   
300    38.549833 -119.441167  7.27  3.54      ml   30   50  0.04552  0.07   
323    38.523333 -119.505000   5.3  3.65      mw   31   47  0.02161   0.1   
...          ...         ...   ...   ...     ...  ...  ...      ...   ...   
28788  38.553000 -119.707000     2  3.20      ml  NaN  NaN      NaN   NaN   
29472  38.765000 -119.670000     5  3.70      ml  NaN  NaN      NaN   NaN   
31980  38.581333 -119.034167     6  4.16      ml    8  319    1.652  1.18   
31981  38.490000 -119.105167     6  4.48      ml    6  319    1.592  0.41   
32579  38.222000 -119.455000     6  5.10      ml  NaN  NaN      NaN   NaN   

         net  ... horizontalError depthError magError magNst    status  \
279       nc  ...            0.19       0.37    0.152     54  reviewed   
282       nc  ...             0.2       0.33     0.24     30  reviewed   
287       nc  ...            0.16       0.31    0.196     51  reviewed   
300       nc  ...            0.16       0.29    0.259     32  reviewed   
323       nc  ...            0.17       0.27      NaN      4  reviewed   
...      ...  ...             ...        ...      ...    ...       ...   
28788     us  ...             NaN        NaN      NaN    NaN  reviewed   
29472     us  ...             NaN        NaN      NaN    NaN  reviewed   
31980     ci  ...              99      31.61    0.155     11  reviewed   
31981     ci  ...            6.66      31.61     0.12     11  reviewed   
32579  ushis  ...             NaN        NaN      NaN    NaN  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
279               nc        nc\r  2022-11-12  0.752114  Grid_-120_38  
282               nc        nc\r  2022-11-07  0.781655  Grid_-120_38  
287               nc        nc\r  2022-10-26  0.743428  Grid_-120_38  
300               nc        nc\r  2022-10-12  0.842751  Grid_-120_38  
323               nc        nc\r  2022-09-16  0.863151  Grid_-120_38  
...              ...         ...         ...       ...           ...  
28788              b       brk\r  1975-05-05  0.775434  Grid_-120_38  
29472              b       brk\r  1974-07-06  0.872222  Grid_-120_38  
31980             ci        ci\r  1965-06-03  0.950343  Grid_-120_38  
31981             ci        ci\r  1965-06-03  0.999749  Grid_-120_38  
32579          ushis       brk\r  1962-04-13  1.086160  Grid_-120_38  

[561 rows x 24 columns], 'Grid_-121_33':         latitude   longitude   depth   mag magType nst    gap    dmin    rms  \
5668   33.942167 -120.622333   5.225  3.25      ml  12    274     NaN   0.22   
5697   33.939833 -120.595333  10.167  3.37      ml  11    276     NaN   0.24   
5698   33.958000 -120.575667   1.627  3.48      ml  11    273  0.2028   0.18   
6111   33.879333 -120.551333   2.605  3.05      ml   9    276  0.6729   0.22   
6186   33.768500 -120.263000   5.476  3.01      ml   9    273  0.5693   0.24   
6190   33.782500 -120.276000   8.532  3.40      ml  12    272  0.5739   0.16   
6882   33.937167 -120.418333   5.405  3.44      ml   9    265  0.6179   0.29   
8674   33.659667 -120.026500   5.574  3.80      ml  23    203  0.4672   0.45   
8675   33.657000 -120.033333   5.574  3.95      ml  28    204  0.4731   0.48   
10072  33.996333 -120.069500   6.407  3.25      ml  16  185.3  0.3615   0.28   
17916  33.900000 -120.150000   5.317  3.51      ml   0  225.3     NaN  0.323   
17918  33.889000 -120.162000   5.317  3.43      ml   0  194.6     NaN  0.312   
17997  33.476000 -120.208000   5.685  3.04      mc   0  233.5     NaN  0.475   
18668  33.685000 -120.084000   5.144  3.24      mc   0  209.6     NaN  0.125   
20924  33.431000 -120.248000   5.828  3.01      mc   0  247.2     NaN  0.444   
22032  33.865000 -120.307000   5.595  3.22      mc   0      0     NaN  0.311   
22431  33.821500 -120.443833   5.525  3.49      ml  18    259     NaN   0.36   
22854  33.808167 -120.406000   5.399  3.21      ml  15    258     NaN   0.36   
22959  33.539333 -120.035833   5.587  3.84      ml  70    239     NaN   0.29   
22960  33.544000 -120.063000   5.587  3.48      ml  53    185     NaN   0.35   
26816  33.745833 -120.132500       6  3.16      ml  16    226   0.483   0.49   
27425  33.723500 -120.026500       6  3.08      ml  12     30     NaN   0.44   
28097  33.677000 -120.128000       6  3.40      ml   0    262  0.8355  0.176   
30262  33.786833 -120.335500       6  3.06      ml   7    303     NaN   0.56   
30313  33.680333 -120.094667       6  3.74      ml  11    255     NaN   0.34   
30755  33.677500 -120.194167       6  3.02      ml   7    298   0.859   0.61   
30985  33.596000 -120.197500       6  3.19      ml   8    277  0.9331    0.4   
32584  33.825000 -120.305833       6  3.37      ml   9    246  0.7858   0.58   

      net  ... horizontalError depthError magError magNst    status  \
5668   ci  ...               2      20.81    0.104     76  reviewed   
5697   ci  ...            1.73       3.53    0.116    102  reviewed   
5698   ci  ...            1.33       1.17     0.14    130  reviewed   
6111   ci  ...            1.05      31.61    0.165    177  reviewed   
6186   ci  ...            1.77      31.61    0.123    128  reviewed   
6190   ci  ...            0.96      31.61    0.136    350  reviewed   
6882   ci  ...            1.42      31.61    0.129    301  reviewed   
8674   ci  ...            1.39      31.61    0.209    117  reviewed   
8675   ci  ...            1.28      31.61    0.216    124  reviewed   
10072  ci  ...            1.74      23.02    0.293     53  reviewed   
17916  ci  ...             NaN        NaN      NaN      8  reviewed   
17918  ci  ...             NaN        NaN      NaN      6  reviewed   
17997  ci  ...             NaN        NaN      NaN     42  reviewed   
18668  ci  ...             NaN        NaN      NaN     58  reviewed   
20924  ci  ...             NaN        NaN      NaN     36  reviewed   
22032  ci  ...             NaN        NaN      NaN     60  reviewed   
22431  ci  ...            2.12      31.61    0.054     11  reviewed   
22854  ci  ...            1.69      31.61    0.138      8  reviewed   
22959  ci  ...            1.65      31.61    0.195      9  reviewed   
22960  ci  ...            2.04       1.21    0.119      9  reviewed   
26816  ci  ...             1.8      31.61    0.189      3  reviewed   
27425  ci  ...            2.08      31.61     0.39      4  reviewed   
28097  ci  ...             NaN        NaN      NaN      7  reviewed   
30262  ci  ...               4      31.61    0.109      6  reviewed   
30313  ci  ...            2.04      31.61    0.289      8  reviewed   
30755  ci  ...            4.23      31.61    0.025      4  reviewed   
30985  ci  ...               3      31.61    0.222      9  reviewed   
32584  ci  ...             2.7      31.61    0.149     10  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
5668              ci        ci\r  2011-02-09  0.785770  Grid_-121_33  
5697              ci        ci\r  2011-01-11  0.809942  Grid_-121_33  
5698              ci        ci\r  2011-01-11  0.831355  Grid_-121_33  
6111              ci        ci\r  2010-05-21  0.743428  Grid_-121_33  
6186              ci        ci\r  2010-05-05  0.734627  Grid_-121_33  
6190              ci        ci\r  2010-05-04  0.815850  Grid_-121_33  
6882              ci        ci\r  2010-03-26  0.823648  Grid_-121_33  
8674              ci        ci\r  2005-04-21  0.890001  Grid_-121_33  
8675              ci        ci\r  2005-04-21  0.915810  Grid_-121_33  
10072             ci        ci\r  2001-10-09  0.785770  Grid_-121_33  
17916             ci        ci\r  1990-07-13  0.837077  Grid_-121_33  
17918             ci        ci\r  1990-07-13  0.821707  Grid_-121_33  
17997             ci        ci\r  1990-05-02  0.741238  Grid_-121_33  
18668             ci        ci\r  1989-04-18  0.783716  Grid_-121_33  
20924             ci        ci\r  1986-02-26  0.734627  Grid_-121_33  
22032             ci        ci\r  1984-02-07  0.779588  Grid_-121_33  
22431             ci        ci\r  1983-06-28  0.833268  Grid_-121_33  
22854             ci        ci\r  1983-03-31  0.777514  Grid_-121_33  
22959             ci        ci\r  1983-01-12  0.896982  Grid_-121_33  
22960             ci        ci\r  1983-01-12  0.831355  Grid_-121_33  
26816             ci        ci\r  1978-07-03  0.767048  Grid_-121_33  
27425             ci        ci\r  1977-02-28  0.749953  Grid_-121_33  
28097             ci        ci\r  1975-12-21  0.815850  Grid_-121_33  
30262             ci        ci\r  1971-07-13  0.745610  Grid_-121_33  
30313             ci        ci\r  1971-04-27  0.879390  Grid_-121_33  
30755             ci        ci\r  1970-06-20  0.736838  Grid_-121_33  
30985             ci        ci\r  1969-09-29  0.773347  Grid_-121_33  
32584             ci        ci\r  1962-04-03  0.809942  Grid_-121_33  

[28 rows x 24 columns], 'Grid_-121_34':         latitude   longitude  depth   mag magType nst  gap     dmin   rms net  \
1095   34.407500 -120.004833    0.9  3.25      ml  41   86   0.1219  0.24  ci   
1224   34.564000 -120.062000  12.76  3.90      ml  56  103  0.04358  0.27  ci   
3310   34.851000 -120.396333   1.42  3.23      ml  41   91  0.08524   0.2  ci   
3496   34.420000 -120.001500   2.26  3.78      mw  46   74   0.1315  0.24  ci   
3545   34.421333 -120.678500   4.35  4.33      mw  47  218   0.1958  0.25  ci   
...          ...         ...    ...   ...     ...  ..  ...      ...   ...  ..   
31994  34.814167 -120.494000      6  3.70      ml   9  257   0.7426  0.57  ci   
32137  34.646000 -120.461000      6  3.29      ml   7  292    0.649   0.8  ci   
32318  34.999000 -120.715833      6  3.46      ml   6  304   0.8593  0.67  ci   
32322  34.823500 -120.558667      6  3.37      ml   9  294   0.7936  0.59  ci   
32628  34.983667 -120.935333      6  3.59      ml   8  313    1.033  0.55  ci   

       ... horizontalError depthError magError magNst    status  \
1095   ...            0.21       0.41    0.111     94  reviewed   
1224   ...            0.29       0.55    0.111     92  reviewed   
3310   ...            0.23       0.36    0.124    234  reviewed   
3496   ...            0.25       0.83      NaN      4  reviewed   
3545   ...            0.51       1.08      NaN      5  reviewed   
...    ...             ...        ...      ...    ...       ...   
31994  ...            2.69      31.61    0.356      9  reviewed   
32137  ...            5.26      31.61    0.112     11  reviewed   
32318  ...            5.19      31.61    0.206      9  reviewed   
32322  ...            3.09      31.61    0.163     11  reviewed   
32628  ...            4.04      31.61    0.111     10  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
1095              ci        ci\r  2020-11-10  0.785770  Grid_-121_34  
1224              ci        ci\r  2020-09-06  0.907318  Grid_-121_34  
3310              ci        ci\r  2018-12-23  0.781655  Grid_-121_34  
3496              ci        ci\r  2018-01-07  0.886483  Grid_-121_34  
3545              ci        ci\r  2017-10-26  0.977045  Grid_-121_34  
...              ...         ...         ...       ...           ...  
31994             ci        ci\r  1965-04-24  0.872222  Grid_-121_34  
32137             ci        ci\r  1964-06-20  0.793925  Grid_-121_34  
32318             ci        ci\r  1963-07-06  0.827512  Grid_-121_34  
32322             ci        ci\r  1963-07-04  0.809942  Grid_-121_34  
32628             ci        ci\r  1962-01-31  0.852101  Grid_-121_34  

[123 rows x 24 columns], 'Grid_-121_35':         latitude   longitude  depth   mag magType  nst    gap      dmin   rms  \
270    35.935667 -120.012667   9.46  3.98      mw   66     75   0.08222  0.16   
390    35.972333 -120.526667  10.72  3.35      mw   65     57    0.0127  0.08   
523    35.899500 -120.441000   5.65  3.29      ml   59     53   0.01418   0.1   
568    35.944500 -120.490500   9.79  3.17      ml   71     62   0.01278  0.11   
604    35.759333 -120.310000   3.76  3.24      ml   63     74  0.002239  0.08   
...          ...         ...    ...   ...     ...  ...    ...       ...   ...   
32238  35.989500 -120.256333      6  3.22      ml    7    299    0.7812  0.53   
32627  35.027000 -120.955333      6  4.43      ml   10    261     1.035  0.53   
32637  35.970000 -120.470167      6  3.95      ml   12    297    0.8718  0.51   
32734  35.880167 -120.347000      6  4.64      ml   12    291    0.7382  0.57   
32780  35.245167 -120.855500    6.0  3.05      ml  8.0  278.0    0.9114  0.56   

      net  ... horizontalError depthError magError magNst    status  \
270    nc  ...            0.26       0.54      NaN      5  reviewed   
390    nc  ...            0.18       0.17      NaN      5  reviewed   
523    nc  ...            0.14       0.16    0.164     91  reviewed   
568    nc  ...            0.18       0.18    0.164     62  reviewed   
604    nc  ...            0.15       0.24    0.146     38  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32238  ci  ...             3.8      31.61    0.177      8  reviewed   
32627  ci  ...            4.89      31.61     0.11     12  reviewed   
32637  ci  ...            3.43      31.61     0.07     11  reviewed   
32734  ci  ...            3.49      31.61    0.132     12  reviewed   
32780  ci  ...            4.66      31.61    0.425    7.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
270               nc        nc\r  2022-12-06  0.920855  Grid_-121_35  
390               nc        nc\r  2022-06-24  0.805974  Grid_-121_35  
523               nc        nc\r  2022-01-01  0.793925  Grid_-121_35  
568               nc        nc\r  2021-11-15  0.769154  Grid_-121_35  
604               nc        nc\r  2021-09-28  0.783716  Grid_-121_35  
...              ...         ...         ...       ...           ...  
32238             ci        ci\r  1963-11-01  0.779588  Grid_-121_35  
32627             ci        ci\r  1962-02-01  0.992266  Grid_-121_35  
32637             ci        ci\r  1961-12-14  0.915810  Grid_-121_35  
32734             ci        ci\r  1961-07-31  1.023143  Grid_-121_35  
32780             ci        ci\r  1961-02-23  0.743428  Grid_-121_35  

[477 rows x 24 columns], 'Grid_-121_36':         latitude   longitude  depth   mag magType  nst    gap     dmin   rms  \
357    36.074333 -120.163000   7.88  3.37      ml   50    104   0.1212  0.09   
409    36.238333 -120.810833   6.67  3.02      ml   81    110  0.02368  0.12   
454    36.483000 -120.905500  17.94  3.28      ml   89     50  0.05348  0.19   
587    36.185833 -120.309167  10.36  3.44      mw   45    107  0.06493  0.08   
622    36.296500 -120.592667   16.6  3.79      mw  135     26   0.1868   0.2   
...          ...         ...    ...   ...     ...  ...    ...      ...   ...   
32639  36.679000 -120.312000      6  3.52      ml    8    275    1.425   0.7   
32737  36.354167 -120.301500      6  3.70      ml    7    270     1.12   0.5   
32764  36.069167 -120.370333      6  3.59      ml   10    258   0.8985  0.38   
32800  36.033167 -120.041667    6.0  3.19      ml  6.0  253.0    0.745  0.51   
32873  36.430000 -120.752667    6.0  3.80      ml  6.0  297.0    1.709  0.51   

      net  ... horizontalError depthError magError magNst    status  \
357    nc  ...            0.22       0.51    0.214     63  reviewed   
409    nc  ...            0.19       0.28    0.186     61  reviewed   
454    nc  ...            0.27       0.32     0.14     77  reviewed   
587    nc  ...            0.22       0.28      NaN      2  reviewed   
622    nc  ...            0.23       0.37      NaN      3  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32639  ci  ...            4.49      31.61    0.188      9  reviewed   
32737  ci  ...            3.83      31.61    0.099     11  reviewed   
32764  ci  ...            2.21      31.61    0.231      9  reviewed   
32800  ci  ...            5.62      31.61     0.26    4.0  reviewed   
32873  ci  ...            3.45      31.61    0.369    9.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
357               nc        nc\r  2022-07-23  0.809942  Grid_-121_36  
409               nc        nc\r  2022-05-28  0.736838  Grid_-121_36  
454               nc        nc\r  2022-03-18  0.791896  Grid_-121_36  
587               nc        nc\r  2021-10-18  0.823648  Grid_-121_36  
622               nc        nc\r  2021-09-14  0.888244  Grid_-121_36  
...              ...         ...         ...       ...           ...  
32639             ci        ci\r  1961-12-12  0.838974  Grid_-121_36  
32737             ci        ci\r  1961-07-22  0.872222  Grid_-121_36  
32764             ci        ci\r  1961-04-08  0.852101  Grid_-121_36  
32800             ci        ci\r  1961-01-06  0.773347  Grid_-121_36  
32873             ci        ci\r  1960-04-02  0.890001  Grid_-121_36  

[1224 rows x 24 columns], 'Grid_-121_37':         latitude   longitude   depth   mag magType  nst    gap     dmin  \
303    37.327833 -120.041167   19.55  3.01      ml   90     43   0.1424   
749    37.051667 -120.874667    5.75  3.74      mw   71     82  0.07613   
7521   37.391833 -120.041000  18.295  3.03      ml  105     45   0.1703   
11779  37.258500 -120.575333   2.082  3.94      md    8    161   0.6829   
12400  37.297667 -120.194333   4.548  3.64      md    7    218    1.055   
19699  37.416667 -120.027333   2.517  3.22      md    8    243   0.8378   
25073  37.708833 -120.282333   4.635  3.14      md   19    140  0.07117   
25800  37.133667 -120.201667  33.079  3.57      md   12    336   0.7162   
26212  37.736167 -120.589000  17.301  3.76      md    4    234    0.164   
26280  37.355500 -120.004333  21.505  3.10      ml   15    209   0.1126   
27289  37.961000 -120.555667   1.232  3.21      md    6    159  0.06216   
27292  37.971667 -120.561000   2.882  3.02      md    5    215  0.06216   
27293  37.935167 -120.552167   0.882  3.19      md    5    180  0.03784   
27335  37.267333 -120.055833       6  3.43      ml    2    335    1.787   
27369  37.934333 -120.550833  -0.051  3.17      md    9    113  0.01802   
27390  37.954500 -120.547000   0.169  3.43      md   11    115  0.02072   
27401  37.964000 -120.548167  -0.341  3.22      md   10    139  0.02883   
27411  37.955500 -120.541500   0.169  3.38      md    9    110  0.01892   
27419  37.954167 -120.557167  -0.281  3.22      md    5    200  0.02703   
27436  37.956667 -120.545500   0.609  3.64      md    9    135  0.02162   
27437  37.955333 -120.550833   0.739  3.33      md   10    140  0.02342   
27451  37.959833 -120.555333  -0.039  3.24      md    9    200  0.02973   
27460  37.383333 -120.080500  30.078  3.06      md   10    101    0.118   
27466  37.967000 -120.552333  -0.072  3.39      md    9    116  0.03333   
27493  37.970333 -120.552167   0.278  3.48      md    8    120  0.03604   
27497  37.961500 -120.550667   0.408  3.34      md    9     89  0.02793   
27521  37.962500 -120.549667   0.458  3.03      md   10     88  0.02883   
27552  37.494000 -120.013833  32.801  3.04      md    8    151  0.00991   
27752  37.932667 -120.549500    0.18  3.60      md    7    164  0.01712   
27754  37.933333 -120.552500   -0.25  3.13      md    7    105  0.01892   
27756  37.952833 -120.553833   0.715  3.60      md    8    142  0.02432   
27930  37.291000 -120.007000       6  3.13      ml    0  316.6    1.439   
28407  37.419833 -120.019500   0.853  4.20      ml   13    260   0.6234   
28663  37.000000 -120.412667   2.336  3.86      md   18    219   0.3649   
28690  37.186167 -120.948333  -0.081  4.10      ml   50     70   0.1577   
28710  37.185667 -120.955333  -0.142  3.79      md   53     74   0.1532   
28751  37.194000 -120.967667   1.168  4.34      md   54     72   0.1523   
28763  37.195167 -120.960833   0.055  3.10      ml   62    120   0.1568   
29383  37.304333 -120.919333    0.08  3.15      md   51    140   0.2505   
29386  37.299500 -120.900667   -0.03  3.30      ml   80     82   0.2532   
29388  37.304333 -120.900167   0.077  3.28      md   34    149   0.2577   
29389  37.309833 -120.924833    0.09  3.78      md   48    140   0.2532   
29392  37.302167 -120.904000  -0.109  3.10      ml   55    142   0.2541   
29393  37.305833 -120.910833   0.011  3.79      md   54    142    0.255   
29397  37.303500 -120.905833    -0.1  3.47      md   51    142    0.255   
29402  37.147667 -120.343833   0.367  3.56      md   13    327   0.4901   
32393  37.595833 -120.185667       6  3.59      ml    6    318    2.292   

         rms net  ... horizontalError depthError magError magNst    status  \
303     0.18  nc  ...            0.19       0.15    0.144     57  reviewed   
749      0.2  nc  ...            0.26       0.68      NaN      6  reviewed   
7521    0.35  nc  ...             0.5       0.55    0.158      3  reviewed   
11779    0.5  nc  ...           10.68      30.29      NaN      1  reviewed   
12400   0.06  nc  ...            4.69       9.43      NaN      1  reviewed   
19699   1.61  nc  ...           14.42      20.43     0.28     10  reviewed   
25073  27.05  nc  ...           97.28         78     0.11     16  reviewed   
25800   0.19  nc  ...           17.24      13.46     0.08      5  reviewed   
26212   0.01  nc  ...             1.5       1.07     0.16      4  reviewed   
26280   0.08  nc  ...            0.98       0.51      NaN      0  reviewed   
27289   0.03  nc  ...            0.65       7.19     0.02      3  reviewed   
27292   0.05  nc  ...            1.88       6.88     0.04      3  reviewed   
27293   0.08  nc  ...            0.64       9.54     0.25      2  reviewed   
27335   0.01  ci  ...            1.89      31.61    0.341      3  reviewed   
27369   0.11  nc  ...            0.55       1.61     0.24      3  reviewed   
27390    0.1  nc  ...            0.47        1.8     0.28      3  reviewed   
27401   0.07  nc  ...            0.41       1.87     0.28      3  reviewed   
27411   0.16  nc  ...            0.62       2.98     0.15      2  reviewed   
27419   0.09  nc  ...            0.87       3.71      NaN      1  reviewed   
27436   0.09  nc  ...            0.51       2.53     0.16      4  reviewed   
27437    0.1  nc  ...            0.49       2.52     0.25      4  reviewed   
27451   0.07  nc  ...            0.48       2.98     0.13      2  reviewed   
27460   0.16  nc  ...            0.71       1.71     0.11      7  reviewed   
27466   0.06  nc  ...            0.43       3.53     0.33      3  reviewed   
27493   0.12  nc  ...            0.55       8.91      NaN      1  reviewed   
27497   0.13  nc  ...            0.51       6.42     0.04      2  reviewed   
27521    0.1  nc  ...            0.37       5.26      0.7      2  reviewed   
27552   0.26  nc  ...            1.92        2.4     0.05      5  reviewed   
27752   0.09  nc  ...            0.64       5.96     0.85      2  reviewed   
27754   0.09  nc  ...            0.44       2.47     0.44      3  reviewed   
27756   0.11  nc  ...            0.66       3.78     0.42      3  reviewed   
27930  0.242  ci  ...             NaN        NaN      NaN      4  reviewed   
28407   0.16  nc  ...            6.12      13.95      NaN      0  reviewed   
28663   0.09  nc  ...            1.08       1.87      0.1      6  reviewed   
28690   0.15  nc  ...            0.32        4.1      NaN      0  reviewed   
28710   0.17  nc  ...            0.35       4.61     0.67     12  reviewed   
28751   0.22  nc  ...            0.42       7.19     0.53     13  reviewed   
28763   0.23  nc  ...            0.38       5.47      NaN      0  reviewed   
29383   0.16  nc  ...            0.51       3.65     0.63     10  reviewed   
29386   0.15  nc  ...             0.3       2.01      NaN      0  reviewed   
29388   0.21  nc  ...            0.87       6.87     0.12      4  reviewed   
29389   0.09  nc  ...            0.44       3.31     0.45      9  reviewed   
29392   0.21  nc  ...            0.57       4.89      NaN      0  reviewed   
29393   0.16  nc  ...            0.49        4.8     0.41     15  reviewed   
29397   0.19  nc  ...            0.51       4.58     0.53     16  reviewed   
29402   0.15  nc  ...            6.43      10.82     0.25      6  reviewed   
32393   0.29  ci  ...            4.07      31.61    0.317      5  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
303               nc        nc\r  2022-10-05  0.734627  Grid_-121_37  
749               nc        nc\r  2021-07-03  0.879390  Grid_-121_37  
7521              nc        nc\r  2008-05-10  0.739042  Grid_-121_37  
11779             nc        nc\r  1999-03-14  0.914120  Grid_-121_37  
12400             nc        nc\r  1997-12-06  0.861322  Grid_-121_37  
19699             nc        nc\r  1987-08-23  0.779588  Grid_-121_37  
25073             nc        nc\r  1980-05-30  0.762815  Grid_-121_37  
25800             nc        nc\r  1979-11-13  0.848377  Grid_-121_37  
26212             nc        nc\r  1979-08-06  0.882946  Grid_-121_37  
26280             nc        nc\r  1979-06-17  0.754268  Grid_-121_37  
27289             nc        nc\r  1977-07-06  0.777514  Grid_-121_37  
27292             nc        nc\r  1977-07-01  0.736838  Grid_-121_37  
27293             nc        nc\r  1977-07-01  0.773347  Grid_-121_37  
27335             ci        ci\r  1977-05-15  0.821707  Grid_-121_37  
27369             nc        nc\r  1977-04-05  0.769154  Grid_-121_37  
27390             nc        nc\r  1977-03-25  0.821707  Grid_-121_37  
27401             nc        nc\r  1977-03-15  0.779588  Grid_-121_37  
27411             nc        nc\r  1977-03-07  0.811917  Grid_-121_37  
27419             nc        nc\r  1977-03-04  0.779588  Grid_-121_37  
27436             nc        nc\r  1977-02-18  0.861322  Grid_-121_37  
27437             nc        nc\r  1977-02-18  0.801982  Grid_-121_37  
27451             nc        nc\r  1977-02-11  0.783716  Grid_-121_37  
27460             nc        nc\r  1977-02-07  0.745610  Grid_-121_37  
27466             nc        nc\r  1977-01-29  0.813887  Grid_-121_37  
27493             nc        nc\r  1977-01-14  0.831355  Grid_-121_37  
27497             nc        nc\r  1977-01-14  0.803981  Grid_-121_37  
27521             nc        nc\r  1977-01-05  0.739042  Grid_-121_37  
27552             nc        nc\r  1976-12-14  0.741238  Grid_-121_37  
27752             nc        nc\r  1976-08-14  0.853956  Grid_-121_37  
27754             nc        nc\r  1976-08-13  0.760689  Grid_-121_37  
27756             nc        nc\r  1976-08-13  0.853956  Grid_-121_37  
27930             ci        ci\r  1976-04-05  0.760689  Grid_-121_37  
28407             nc        nc\r  1975-08-10  0.956723  Grid_-121_37  
28663             nc        nc\r  1975-06-27  0.900445  Grid_-121_37  
28690             nc        nc\r  1975-06-18  0.940658  Grid_-121_37  
28710             nc        nc\r  1975-06-11  0.888244  Grid_-121_37  
28751             nc        nc\r  1975-05-25  0.978583  Grid_-121_37  
28763             nc        nc\r  1975-05-19  0.754268  Grid_-121_37  
29383             nc        nc\r  1974-08-14  0.764935  Grid_-121_37  
29386             nc        nc\r  1974-08-14  0.795948  Grid_-121_37  
29388             nc        nc\r  1974-08-14  0.791896  Grid_-121_37  
29389             nc        nc\r  1974-08-14  0.886483  Grid_-121_37  
29392             nc        nc\r  1974-08-13  0.754268  Grid_-121_37  
29393             nc        nc\r  1974-08-13  0.888244  Grid_-121_37  
29397             nc        nc\r  1974-08-13  0.829436  Grid_-121_37  
29402             nc        nc\r  1974-08-09  0.846507  Grid_-121_37  
32393             ci        ci\r  1963-03-12  0.852101  Grid_-121_37  

[47 rows x 24 columns], 'Grid_-121_38':         latitude   longitude   depth   mag magType nst  gap    dmin    rms  \
13807  38.801500 -120.262500   4.618  3.04      md   5  317  0.4117   0.05   
13845  38.748667 -120.206667   4.595  3.02      md   5  324  0.4315   0.11   
13861  38.744333 -120.112667   4.603  3.14      md   8  321  0.5009   0.07   
13931  38.825000 -120.085667  -0.487  3.16      md  20  296  0.4694   0.33   
13949  38.665000 -120.028500  23.159  3.01      md   8  267  0.5532   0.05   
13957  38.830500 -120.103333   1.816  3.31      md   6  327   0.455   0.11   
13962  38.656833 -120.090667  34.095  3.85      md   8  295  0.5036    0.5   
14669  38.786333 -120.053000  11.844  3.17      md  28  219  0.4964   0.07   
17614  38.626000 -120.173667   5.962  3.20      ml  40  166  0.4369   0.11   
17841  38.185500 -120.376500  31.151  3.14      md  31  117   0.127   0.23   
25265  38.051333 -120.702667   4.693  3.29      md   7  188  0.1559  33.66   
25650  38.000000 -121.000000       6  3.33      ml  16  315   2.691    4.2   
26123  38.195167 -120.129167    3.01  3.14      ml   6  334     NaN   3.89   
27501  38.111333 -120.403500   1.807  3.01      md   8  139  0.1252    0.1   

      net  ... horizontalError depthError magError magNst    status  \
13807  nc  ...            6.69       7.78     0.35      2  reviewed   
13845  nc  ...            9.18        7.9     0.32      2  reviewed   
13861  nc  ...            7.23        5.7     0.06      2  reviewed   
13931  nc  ...            5.57       1.93     0.11     16  reviewed   
13949  nc  ...            6.95       3.59     0.13     15  reviewed   
13957  nc  ...           11.34       8.71     0.21      5  reviewed   
13962  nc  ...           20.74       2.69      NaN      1  reviewed   
14669  nc  ...            0.68       1.63     0.12     62  reviewed   
17614  nc  ...            0.37       0.94      NaN      0  reviewed   
17841  nc  ...            0.77        0.8     0.13     31  reviewed   
25265  nc  ...           97.09      70.14     0.13      5  reviewed   
25650  ci  ...              99      31.61     0.26      5  reviewed   
26123  ci  ...           56.06      31.61    0.223      3  reviewed   
27501  nc  ...            0.59        8.5      0.1      2  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
13807             nc        nc\r  1994-10-08  0.741238  Grid_-121_38  
13845             nc        nc\r  1994-09-21  0.736838  Grid_-121_38  
13861             nc        nc\r  1994-09-20  0.762815  Grid_-121_38  
13931             nc        nc\r  1994-09-13  0.767048  Grid_-121_38  
13949             nc        nc\r  1994-09-12  0.734627  Grid_-121_38  
13957             nc        nc\r  1994-09-12  0.797965  Grid_-121_38  
13962             nc        nc\r  1994-09-12  0.898715  Grid_-121_38  
14669             nc        nc\r  1993-12-05  0.769154  Grid_-121_38  
17614             nc        nc\r  1991-03-27  0.775434  Grid_-121_38  
17841             nc        nc\r  1990-09-18  0.762815  Grid_-121_38  
25265             nc        nc\r  1980-05-26  0.793925  Grid_-121_38  
25650             ci        ci\r  1980-01-27  0.801982  Grid_-121_38  
26123             ci        ci\r  1979-10-07  0.762815  Grid_-121_38  
27501             nc        nc\r  1977-01-13  0.734627  Grid_-121_38  

[14 rows x 24 columns], 'Grid_-122_33':         latitude   longitude depth  mag magType  nst  gap dmin  rms net  ...  \
32408  33.936667 -121.498333     6  3.7      mh  NaN  NaN  NaN  NaN  ci  ...   

      horizontalError depthError magError magNst    status locationSource  \
32408             NaN        NaN      NaN      0  reviewed             ci   

      magSource\r        Date    Energy    grid_label  
32408        ci\r  1963-01-29  0.872222  Grid_-122_33  

[1 rows x 24 columns], 'Grid_-122_34':         latitude   longitude   depth   mag magType nst    gap    dmin   rms  \
7274   34.702333 -121.355667   2.645  3.43      ml  86    247   0.636  0.29   
8016   34.660000 -121.506000       5  4.00      mb  14  217.4     NaN   NaN   
8109   34.753167 -121.433833  25.182  3.02      md  34    263  0.6694  0.29   
9649   34.799167 -121.075833   2.185  3.27      md  45    267  0.3883  0.14   
10069  34.811000 -121.497833  15.724  3.54      md  62    246   0.673  0.23   
...          ...         ...     ...   ...     ...  ..    ...     ...   ...   
32597  34.492667 -121.378000       6  4.00      mh  10    306   1.375  0.88   
32598  34.474167 -121.814833       6  4.20      mh   9    311   1.735  2.86   
32600  34.542500 -121.979167       6  3.60      mh   8    298   1.873  0.58   
32603  34.555667 -121.436667       6  4.50      mh   9    307   2.412   0.5   
32626  34.962833 -121.154167       6  3.85      ml  12    267    1.21  0.75   

      net  ... horizontalError depthError magError magNst    status  \
7274   nc  ...            0.72       1.19    0.263     12  reviewed   
8016   us  ...             NaN        NaN      NaN      1  reviewed   
8109   nc  ...            4.07      31.61    0.328     15  reviewed   
9649   nc  ...            1.79       2.25     0.07     49  reviewed   
10069  nc  ...            1.33        1.9     0.05     87  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
32597  ci  ...             5.8      31.61      NaN      0  reviewed   
32598  ci  ...              99      31.61      NaN      0  reviewed   
32600  ci  ...            4.42      31.61      NaN      0  reviewed   
32603  ci  ...             4.1      31.61      NaN      0  reviewed   
32626  ci  ...            4.55      31.61    0.259     10  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
7274              nc        nc\r  2009-02-22  0.821707  Grid_-122_34  
8016              nc        us\r  2007-04-18  0.924196  Grid_-122_34  
8109              nc        nc\r  2006-12-26  0.736838  Grid_-122_34  
9649              nc        nc\r  2003-01-30  0.789860  Grid_-122_34  
10069             nc        nc\r  2001-10-12  0.842751  Grid_-122_34  
...              ...         ...         ...       ...           ...  
32597             ci        ci\r  1962-03-10  0.924196  Grid_-122_34  
32598             ci        ci\r  1962-03-10  0.956723  Grid_-122_34  
32600             ci        ci\r  1962-03-06  0.853956  Grid_-122_34  
32603             ci        ci\r  1962-03-05  1.002718  Grid_-122_34  
32626             ci        ci\r  1962-02-01  0.898715  Grid_-122_34  

[100 rows x 24 columns], 'Grid_-122_35':         latitude   longitude depth   mag magType  nst    gap     dmin   rms  \
477    35.698667 -121.125500   6.6  3.30      ml   59    105  0.02816  0.09   
578    35.768833 -121.303833  6.46  3.53      ml  103    178   0.2105  0.09   
579    35.775833 -121.304333  7.79  4.65      mw   67    172   0.2092  0.07   
914    35.838500 -121.455833   8.2  3.16      ml  100    182   0.1979  0.13   
915    35.842167 -121.453167  8.85  3.73      mw  123    183   0.1987   0.1   
...          ...         ...   ...   ...     ...  ...    ...      ...   ...   
31009  35.262167 -121.402833     6  3.70      ml   10    254      NaN  0.69   
31059  35.225167 -121.188833     6  3.69      ml   11    311    1.214  0.54   
31189  35.774333 -121.311333     6  3.54      ml    5    313    1.655  0.81   
31788  35.174167 -121.779333     6  4.49      ml    5    324     1.85  0.69   
32899  35.556333 -121.351000   6.0  4.04      ml  9.0  293.0    1.331  0.65   

      net  ... horizontalError depthError magError magNst    status  \
477    nc  ...             0.2       0.33    0.139     60  reviewed   
578    nc  ...            0.17       0.56    0.125    134  reviewed   
579    nc  ...            0.28       1.25      NaN      4  reviewed   
914    nc  ...            0.21        0.4    0.119     46  reviewed   
915    nc  ...            0.15       0.24      NaN      3  reviewed   
...    ..  ...             ...        ...      ...    ...       ...   
31009  ci  ...            4.03      31.61    0.079      7  reviewed   
31059  ci  ...            4.83      31.61    0.146      9  reviewed   
31189  ci  ...            6.16      31.61    0.071      9  reviewed   
31788  ci  ...           12.37      31.61      0.3     10  reviewed   
32899  ci  ...            3.27      31.61    0.161   11.0  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
477               nc        nc\r  2022-02-16  0.795948  Grid_-122_35  
578               nc        nc\r  2021-10-25  0.840865  Grid_-122_35  
579               nc        nc\r  2021-10-25  1.024578  Grid_-122_35  
914               nc        nc\r  2021-02-28  0.767048  Grid_-122_35  
915               nc        nc\r  2021-02-28  0.877605  Grid_-122_35  
...              ...         ...         ...       ...           ...  
31009             ci        ci\r  1969-09-06  0.872222  Grid_-122_35  
31059             ci        ci\r  1969-06-15  0.870418  Grid_-122_35  
31189             ci        ci\r  1968-11-10  0.842751  Grid_-122_35  
31788             ci        ci\r  1966-06-21  1.001235  Grid_-122_35  
32899             ci        ci\r  1960-01-02  0.930830  Grid_-122_35  

[353 rows x 24 columns], 'Grid_-122_36':         latitude   longitude depth   mag magType  nst  gap     dmin   rms  \
263    36.604667 -121.209333  8.88  3.28      ml   67   55  0.03812  0.09   
319    36.729667 -121.345333  7.74  3.26      ml   78   53  0.02218  0.19   
324    36.944333 -121.035833  6.42  3.25      ml   85   48   0.0849  0.15   
329    36.636500 -121.258167  9.53  3.24      ml   78   54  0.05216  0.12   
332    36.568833 -121.130833  9.91  3.47      mw   83   66  0.04402  0.15   
...          ...         ...   ...   ...     ...  ...  ...      ...   ...   
32362  36.601667 -121.927333     6  3.89      ml    8  313    2.179  0.65   
32690  36.514000 -121.891667     6  3.52      ml    8  300    2.106  0.71   
32762  36.683000 -121.300000   NaN  5.50      ml  NaN  NaN      NaN   NaN   
32763  36.732000 -121.222000    12  5.88      mw  NaN  NaN      NaN   NaN   
32893  36.783000 -121.433000   NaN  5.00      ml  NaN  NaN      NaN   NaN   

          net  ... horizontalError depthError magError magNst    status  \
263        nc  ...            0.14       0.28    0.129     72  reviewed   
319        nc  ...            0.18        0.4    0.154     85  reviewed   
324        nc  ...            0.17       0.69    0.128     82  reviewed   
329        nc  ...            0.13       0.31    0.138     75  reviewed   
332        nc  ...            0.18       0.27      NaN      5  reviewed   
...       ...  ...             ...        ...      ...    ...       ...   
32362      ci  ...            4.58      31.61    0.108      3  reviewed   
32690      ci  ...            5.13      31.61    0.141      8  reviewed   
32762   ushis  ...             NaN        NaN      NaN    NaN  reviewed   
32763  iscgem  ...             NaN        3.9     0.24    NaN  reviewed   
32893   ushis  ...             NaN        NaN      NaN    NaN  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
263               nc        nc\r  2022-12-13  0.791896  Grid_-122_36  
319               nc        nc\r  2022-09-19  0.787818  Grid_-122_36  
324               nc        nc\r  2022-09-15  0.785770  Grid_-122_36  
329               nc        nc\r  2022-09-11  0.783716  Grid_-122_36  
332               nc        nc\r  2022-09-04  0.829436  Grid_-122_36  
...              ...         ...         ...       ...           ...  
32362             ci        ci\r  1963-05-06  0.905606  Grid_-122_36  
32690             ci        ci\r  1961-09-23  0.838974  Grid_-122_36  
32762          ushis       brk\r  1961-04-09  1.136499  Grid_-122_36  
32763         iscgem    iscgem\r  1961-04-09  1.181038  Grid_-122_36  
32893          ushis       brk\r  1960-01-20  1.072959  Grid_-122_36  

[2036 rows x 24 columns], 'Grid_-122_37':         latitude   longitude depth   mag magType  nst  gap     dmin   rms  \
271    37.325833 -121.687667  8.21  3.59      mw  205   26   0.0252  0.12   
288    37.310667 -121.675167  8.05  3.54      mw  124   28  0.04039  0.08   
289    37.311500 -121.672000  8.38  5.06      mw  199   28  0.03815   0.1   
310    37.500000 -121.620667  7.61  3.35      mw  116   53   0.0341  0.11   
331    37.312167 -121.678167  7.77  3.36      ml  145   28  0.04087  0.11   
...          ...         ...   ...   ...     ...  ...  ...      ...   ...   
29969  37.000000 -121.500000     6  3.51      mh    3  320     2.76  0.73   
30758  37.802000 -121.933000     9  4.60      mb  NaN  NaN      NaN   NaN   
31545  37.230000 -121.620000     8  4.90      ml  NaN  NaN      NaN   NaN   
31557  37.035000 -121.777000     8  4.32      mw  NaN  NaN      NaN   NaN   
32067  37.055000 -121.692000   NaN  5.20      mb  NaN  NaN      NaN   NaN   

         net  ... horizontalError depthError magError magNst    status  \
271       nc  ...            0.09       0.17      NaN      3  reviewed   
288       nc  ...            0.08       0.19      NaN      4  reviewed   
289       nc  ...            0.08       0.18      NaN      3  reviewed   
310       nc  ...            0.11       0.33      NaN      3  reviewed   
331       nc  ...            0.09       0.18    0.172    125  reviewed   
...      ...  ...             ...        ...      ...    ...       ...   
29969     ci  ...              99      31.61    0.049      7  reviewed   
30758  ushis  ...             NaN        NaN      NaN    NaN  reviewed   
31545  ushis  ...             NaN        NaN      NaN    NaN  reviewed   
31557  ushis  ...             NaN        NaN      NaN    NaN  reviewed   
32067  ushis  ...             NaN        NaN      NaN    NaN  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
271               nc        nc\r  2022-12-05  0.852101  Grid_-122_37  
288               nc        nc\r  2022-10-25  0.842751  Grid_-122_37  
289               nc        nc\r  2022-10-25  1.080911  Grid_-122_37  
310               nc        nc\r  2022-09-28  0.805974  Grid_-122_37  
331               nc        nc\r  2022-09-04  0.807961  Grid_-122_37  
...              ...         ...         ...       ...           ...  
29969             ci        ci\r  1973-01-20  0.837077  Grid_-122_37  
30758          ushis        us\r  1970-06-12  1.017371  Grid_-122_37  
31545          ushis       brk\r  1967-09-28  1.059490  Grid_-122_37  
31557          ushis       bak\r  1967-09-07  0.975504  Grid_-122_37  
32067          ushis        us\r  1964-11-16  1.099106  Grid_-122_37  

[860 rows x 24 columns], 'Grid_-122_38':         latitude   longitude   depth   mag magType  nst  gap     dmin   rms  \
3780   38.638667 -121.871833   15.63  3.03      ml   90   57   0.1306  0.28   
9797   38.737833 -121.647333  20.907  3.26      md   44   59      0.2  0.19   
9809   38.741333 -121.644333  18.713  3.07      md   52   75   0.2117  0.22   
9848   38.223833 -121.837500   17.43  3.60      mw  167   45  0.07477  0.28   
11751  38.092000 -121.883833  20.145  3.19      md   72   58  0.08919  0.13   
12763  38.156333 -121.938167  21.375  3.38      md   71   54   0.1072   0.1   
12766  38.150833 -121.930000  21.385  3.65      md   70   72   0.1009  0.07   
12769  38.151833 -121.934000  21.465  3.46      md   68   57   0.1036  0.08   
12770  38.151000 -121.932833  21.675  3.60      md   70   65   0.1036  0.08   
12772  38.155500 -121.935167  21.645  3.38      md   67   89   0.1045  0.08   
12773  38.157833 -121.927167  21.605  3.41      md   67   90   0.0982  0.08   
12774  38.151000 -121.930667  21.425  3.70      mw   70   57   0.1018  0.08   
12775  38.149833 -121.931500  21.455  3.48      md   66   86   0.1018  0.08   
12776  38.149833 -121.927333  21.145  3.33      md   72   65   0.0991   0.1   
12777  38.150000 -121.933500  21.335  3.57      md   70   65   0.1036  0.09   
12778  38.150667 -121.928667  21.365  3.35      md   64   86      0.1  0.06   
13027  38.115500 -121.860000  20.965  3.22      md   81   90  0.05946  0.12   
15309  38.076167 -121.858000  17.735  3.26      md   62   61  0.09009   0.1   
15527  38.132833 -121.912500  20.005  3.34      md   58   81  0.09009  0.08   
18499  38.164000 -121.925167  15.273  3.20      ml  154   24   0.2514  0.37   
18500  38.141000 -121.931500  17.323  3.00      ml  128   35   0.2288  0.28   
18597  38.058833 -121.856333  19.845  4.30      ml   68   61   0.1045  0.12   
19114  38.123500 -121.877667  20.885  3.20      md   59   60  0.06667  0.15   
20231  38.235333 -121.419167   4.958  3.24      md    5  347   0.6568  0.44   
22468  38.136500 -121.864667  17.497  3.10      md  110   47  0.05225  0.27   
22476  38.035833 -121.869333  16.917  3.50      ml   43  100   0.1045  0.11   
23396  38.931000 -121.210167   8.319  3.43      md   30   52  0.04505  0.14   
23716  38.030500 -121.873167  15.266  3.10      md   46   97   0.1018  0.18   
24903  38.251167 -121.956333  12.146  3.01      md   24  176    0.155  0.18   
26681  38.642667 -121.895833  12.143  3.32      md  108   46    0.236  0.29   
26683  38.630500 -121.902667  10.303  4.20      ml  129   45   0.2324  0.19   
26705  38.661667 -121.880833   7.588  3.23      md   27  147   0.2459  0.13   
27309  38.727167 -121.331500   4.817  3.00      ml    2  317   0.1297  0.09   
27311  38.146333 -121.895667  19.696  3.60      ml   57   58  0.07387  0.11   
27322  38.148833 -121.897333  20.376  3.05      md   53   58  0.07477  0.15   
27323  38.147167 -121.897167  20.206  3.80      ml   60   58  0.07568  0.14   
27326  38.146667 -121.888000  19.846  3.09      md   47   77  0.06847  0.13   
27342  38.147167 -121.892667  20.166  3.30      ml   61   70  0.07207  0.11   
27344  38.148667 -121.892000  20.336  3.20      ml   47   74  0.07117   0.1   
27598  38.201833 -121.844500  19.421  3.24      md   62   80  0.05766  0.25   
27725  38.086667 -121.855167  19.196  3.15      md   35  114  0.07928  0.22   
27798  38.070000 -121.870000   4.796  3.40      ml   30  105      0.1  0.48   
27894  38.107167 -121.873667  20.277  3.40      ml   26  124  0.07387  0.08   
28318  38.854333 -121.847833   8.649  3.00      ml   14  188   0.6279  0.31   
28695  38.043000 -121.862167  17.857  3.50      ml   43  107   0.1045  0.14   
29636  38.617500 -121.923833  14.873  3.60      md   10  263   0.2315   0.2   
31914  38.010000 -121.823000     NaN  4.90      mb  NaN  NaN      NaN   NaN   

         net  ... horizontalError depthError magError magNst    status  \
3780      nc  ...             0.5       0.29    0.131     40  reviewed   
9797      nc  ...            0.32       1.23      0.1     64  reviewed   
9809      nc  ...            0.31       1.11     0.16     75  reviewed   
9848      nc  ...            0.22       0.31      NaN      4  reviewed   
11751     nc  ...            0.19       0.17      0.1    113  reviewed   
12763     nc  ...            0.19       0.14     0.13    133  reviewed   
12766     nc  ...            0.22       0.16     0.14    195  reviewed   
12769     nc  ...             0.2       0.17     0.13    179  reviewed   
12770     nc  ...            0.19       0.17     0.11    155  reviewed   
12772     nc  ...             0.2       0.16     0.11    134  reviewed   
12773     nc  ...            0.23       0.14     0.09     97  reviewed   
12774     nc  ...            0.22       0.19      NaN      4  reviewed   
12775     nc  ...            0.21       0.16      0.1    131  reviewed   
12776     nc  ...            0.17       0.14     0.09    131  reviewed   
12777     nc  ...            0.21       0.17     0.11    195  reviewed   
12778     nc  ...            0.15        0.1     0.12    115  reviewed   
13027     nc  ...            0.26       0.18     0.12    170  reviewed   
15309     nc  ...            0.19       0.22     0.09    120  reviewed   
15527     nc  ...            0.23        0.2     0.21     62  reviewed   
18499     nc  ...            0.32       0.57      NaN      2  reviewed   
18500     nc  ...            0.24       0.28      NaN      2  reviewed   
18597     nc  ...            0.23       0.21      NaN      4  reviewed   
19114     nc  ...            0.29       0.24     0.15     51  reviewed   
20231     nc  ...           37.32      35.42     0.84      2  reviewed   
22468     nc  ...            0.25       0.33     0.11     86  reviewed   
22476     nc  ...            0.21       0.33      NaN      0  reviewed   
23396     nc  ...            0.27       0.54     0.14      7  reviewed   
23716     nc  ...            0.31       0.45      0.2     36  reviewed   
24903     nc  ...            0.77       0.74     0.09     15  reviewed   
26681     nc  ...            0.31       0.36     0.25      6  reviewed   
26683     nc  ...             0.2       0.36      NaN      0  reviewed   
26705     nc  ...            0.47       0.41     0.06      7  reviewed   
27309     nc  ...            3.06      10.56      NaN      0  reviewed   
27311     nc  ...            0.19       0.17      NaN      0  reviewed   
27322     nc  ...            0.26       0.21     0.05      3  reviewed   
27323     nc  ...            0.22       0.18      NaN      0  reviewed   
27326     nc  ...            0.35       0.25     0.07      9  reviewed   
27342     nc  ...             0.2       0.17      NaN      0  reviewed   
27344     nc  ...            0.32       0.23      NaN      0  reviewed   
27598     nc  ...            0.35        0.4     0.05     12  reviewed   
27725     nc  ...            0.71       0.47     0.06     11  reviewed   
27798     nc  ...            0.67       4.02      NaN      0  reviewed   
27894     nc  ...             0.4       0.29      NaN      0  reviewed   
28318     nc  ...            7.08       2.09      NaN      0  reviewed   
28695     nc  ...            0.32       0.32      NaN      0  reviewed   
29636     nc  ...            4.39       1.41     0.62      4  reviewed   
31914  ushis  ...             NaN        NaN      NaN    NaN  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
3780              nc        nc\r  2016-12-15  0.739042  Grid_-122_38  
9797              nc        nc\r  2002-07-18  0.787818  Grid_-122_38  
9809              nc        nc\r  2002-06-29  0.747785  Grid_-122_38  
9848              nc        nc\r  2002-05-08  0.853956  Grid_-122_38  
11751             nc        nc\r  1999-04-04  0.773347  Grid_-122_38  
12763             nc        nc\r  1997-04-01  0.811917  Grid_-122_38  
12766             nc        nc\r  1997-04-01  0.863151  Grid_-122_38  
12769             nc        nc\r  1997-03-27  0.827512  Grid_-122_38  
12770             nc        nc\r  1997-03-27  0.853956  Grid_-122_38  
12772             nc        nc\r  1997-03-27  0.811917  Grid_-122_38  
12773             nc        nc\r  1997-03-27  0.817808  Grid_-122_38  
12774             nc        nc\r  1997-03-27  0.872222  Grid_-122_38  
12775             nc        nc\r  1997-03-27  0.831355  Grid_-122_38  
12776             nc        nc\r  1997-03-27  0.801982  Grid_-122_38  
12777             nc        nc\r  1997-03-27  0.848377  Grid_-122_38  
12778             nc        nc\r  1997-03-27  0.805974  Grid_-122_38  
13027             nc        nc\r  1996-07-15  0.779588  Grid_-122_38  
15309             nc        nc\r  1992-11-23  0.787818  Grid_-122_38  
15527             nc        nc\r  1992-08-20  0.803981  Grid_-122_38  
18499             nc        nc\r  1989-10-01  0.775434  Grid_-122_38  
18500             nc        nc\r  1989-10-01  0.732408  Grid_-122_38  
18597             nc        nc\r  1989-06-22  0.972410  Grid_-122_38  
19114             nc        nc\r  1988-06-20  0.775434  Grid_-122_38  
20231             nc        nc\r  1986-08-28  0.783716  Grid_-122_38  
22468             nc        nc\r  1983-06-09  0.754268  Grid_-122_38  
22476             nc        nc\r  1983-06-05  0.835175  Grid_-122_38  
23396             nc        nc\r  1982-06-15  0.821707  Grid_-122_38  
23716             nc        nc\r  1981-11-02  0.754268  Grid_-122_38  
24903             nc        nc\r  1980-06-12  0.734627  Grid_-122_38  
26681             nc        nc\r  1978-09-09  0.799977  Grid_-122_38  
26683             nc        nc\r  1978-09-08  0.956723  Grid_-122_38  
26705             nc        nc\r  1978-08-28  0.781655  Grid_-122_38  
27309             nc        nc\r  1977-06-17  0.732408  Grid_-122_38  
27311             nc        nc\r  1977-06-17  0.853956  Grid_-122_38  
27322             nc        nc\r  1977-06-04  0.743428  Grid_-122_38  
27323             nc        nc\r  1977-06-04  0.890001  Grid_-122_38  
27326             nc        nc\r  1977-05-31  0.752114  Grid_-122_38  
27342             nc        nc\r  1977-05-05  0.795948  Grid_-122_38  
27344             nc        nc\r  1977-05-04  0.775434  Grid_-122_38  
27598             nc        nc\r  1976-11-15  0.783716  Grid_-122_38  
27725             nc        nc\r  1976-08-23  0.764935  Grid_-122_38  
27798             nc        nc\r  1976-07-13  0.815850  Grid_-122_38  
27894             nc        nc\r  1976-05-03  0.815850  Grid_-122_38  
28318             nc        nc\r  1975-09-04  0.732408  Grid_-122_38  
28695             nc        nc\r  1975-06-17  0.835175  Grid_-122_38  
29636             nc        nc\r  1974-03-26  0.853956  Grid_-122_38  
31914          ushis        us\r  1965-09-10  1.059490  Grid_-122_38  

[47 rows x 24 columns], 'Grid_-123_36':         latitude   longitude   depth   mag magType  nst  gap    dmin   rms  \
8670   36.873833 -122.121833  14.101  3.25      ml  108  183  0.2063  0.23   
13684  36.801833 -122.084167  10.626  3.50      mw  109  177  0.2009  0.14   
17484  36.990833 -122.232833  12.398  3.40      ml   88  190  0.1468  0.12   
18159  36.868500 -122.165333   8.126  3.00      ml   98  184  0.1622  0.13   
24216  36.914000 -122.186167    8.82  3.00      ml   67  183  0.1405  0.11   
24475  36.991167 -122.225667    12.5  3.50      ml   67  181  0.1423   0.1   
25731  36.986833 -122.231500  13.757  3.80      ml   57  228  0.1468  0.12   
26453  36.947500 -122.783333       6  3.91      ml    8  324   2.736   1.7   
26817  36.898667 -122.169500  10.578  4.20      ml  112  181  0.1405  0.15   
28080  36.839667 -122.125833   9.707  3.20      ml   73  199  0.1964  0.13   
30319  36.800000 -122.183000       8  4.80      mb  NaN  NaN     NaN   NaN   
30348  36.800000 -122.145000       8  4.80      mb  NaN  NaN     NaN   NaN   
30737  36.647000 -122.185000       8  4.50      mb  NaN  NaN     NaN   NaN   

         net  ... horizontalError depthError magError magNst    status  \
8670      nc  ...            0.53       0.32      NaN     11  reviewed   
13684     nc  ...            0.33       0.48      NaN      3  reviewed   
17484     nc  ...            0.37       0.57      NaN      0  reviewed   
18159     nc  ...            0.37       0.64      NaN      0  reviewed   
24216     nc  ...            0.42       0.76      NaN      0  reviewed   
24475     nc  ...            0.39       0.57      NaN      0  reviewed   
25731     nc  ...            0.77       0.83      NaN      0  reviewed   
26453     ci  ...            13.8      31.61    0.169      3  reviewed   
26817     nc  ...            0.34       0.44      NaN      0  reviewed   
28080     nc  ...            0.48       1.04      NaN      0  reviewed   
30319  ushis  ...             NaN        NaN      NaN    NaN  reviewed   
30348  ushis  ...             NaN        NaN      NaN    NaN  reviewed   
30737  ushis  ...             NaN        NaN      NaN    NaN  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
8670              nc        nc\r  2005-04-27  0.785770  Grid_-123_36  
13684             nc        nc\r  1995-01-12  0.835175  Grid_-123_36  
17484             nc        nc\r  1991-08-09  0.815850  Grid_-123_36  
18159             nc        nc\r  1990-02-03  0.732408  Grid_-123_36  
24216             nc        nc\r  1981-02-21  0.732408  Grid_-123_36  
24475             nc        nc\r  1980-10-25  0.835175  Grid_-123_36  
25731             nc        nc\r  1979-12-24  0.890001  Grid_-123_36  
26453             ci        ci\r  1979-02-12  0.909025  Grid_-123_36  
26817             nc        nc\r  1978-07-02  0.956723  Grid_-123_36  
28080             nc        nc\r  1975-12-28  0.775434  Grid_-123_36  
30319          ushis        us\r  1971-04-16  1.045744  Grid_-123_36  
30348          ushis        us\r  1971-03-09  1.045744  Grid_-123_36  
30737          ushis        us\r  1970-08-04  1.002718  Grid_-123_36  

[13 rows x 24 columns], 'Grid_-123_37':         latitude   longitude   depth   mag magType  nst  gap     dmin   rms  \
246    37.620167 -122.025000    3.82  3.34      mw  141   16      NaN  0.16   
262    37.918167 -122.304000    5.48  3.57      mw  170   19  0.01598  0.15   
482    37.739500 -122.147833    3.84  3.24      mw  146   21  0.02732  0.13   
486    37.728167 -122.135667    4.28  3.09      ml  165   14  0.01909  0.16   
599    37.750167 -122.157500     6.2  3.35      mw  227   12  0.01162  0.12   
...          ...         ...     ...   ...     ...  ...  ...      ...   ...   
29658  37.336500 -122.250000  10.315  3.60      ml   44   66  0.04054  0.08   
29804  37.198000 -122.007000      17  4.20      mb  NaN  NaN      NaN   NaN   
30843  37.298000 -122.088000     NaN  4.00      mb  NaN  NaN      NaN   NaN   
32331  37.975000 -122.048000     NaN  3.90      ml  NaN  NaN      NaN   NaN   
32356  37.272000 -122.318000     NaN  4.60      ml  NaN  NaN      NaN   NaN   

         net  ... horizontalError depthError magError magNst    status  \
246       nc  ...             0.1       0.17      NaN      3  reviewed   
262       nc  ...             0.1       0.17      NaN      4  reviewed   
482       nc  ...             0.1       0.18      NaN      3  reviewed   
486       nc  ...            0.09       0.18    0.195    131  reviewed   
599       nc  ...            0.07       0.13      NaN      4  reviewed   
...      ...  ...             ...        ...      ...    ...       ...   
29658     nc  ...            0.22        0.4      NaN      0  reviewed   
29804     us  ...             NaN        NaN      NaN    NaN  reviewed   
30843  ushis  ...             NaN        NaN      NaN    NaN  reviewed   
32331  ushis  ...             NaN        NaN      NaN    NaN  reviewed   
32356  ushis  ...             NaN        NaN      NaN    NaN  reviewed   

      locationSource magSource\r        Date    Energy    grid_label  
246               nc        nc\r  2022-12-22  0.803981  Grid_-123_37  
262               nc        nc\r  2022-12-17  0.848377  Grid_-123_37  
482               nc        nc\r  2022-02-12  0.783716  Grid_-123_37  
486               nc        nc\r  2022-02-07  0.752114  Grid_-123_37  
599               nc        nc\r  2021-10-02  0.805974  Grid_-123_37  
...              ...         ...         ...       ...           ...  
29658             nc        nc\r  1974-03-12  0.853956  Grid_-123_37  
29804              b        us\r  1973-11-12  0.956723  Grid_-123_37  
30843          ushis        us\r  1970-01-03  0.924196  Grid_-123_37  
32331          ushis       brk\r  1963-06-07  0.907318  Grid_-123_37  
32356          ushis       brk\r  1963-05-22  1.017371  Grid_-123_37  

[254 rows x 24 columns], 'Grid_-123_38':         latitude   longitude depth   mag magType  nst  gap      dmin   rms  \
284    38.833167 -122.796167  2.47  3.19      ml   90   22  0.006934  0.05   
294    38.816000 -122.810833  1.68  3.22      ml   88   20  0.007408  0.06   
295    38.817667 -122.807833  2.43  3.27      ml   90   19  0.005982  0.05   
296    38.812167 -122.815167  3.26  3.33      ml   89   26   0.01143  0.05   
297    38.765000 -122.714333  1.69  3.14      ml   91   23  0.008906  0.06   
...          ...         ...   ...   ...     ...  ...  ...       ...   ...   
29796  38.790000 -122.788000     2  3.50      ml  NaN  NaN       NaN   NaN   
29834  38.600000 -122.152000     2  4.20      mb  NaN  NaN       NaN   NaN   
30981  38.321000 -122.826000    15  5.30      mw  NaN  NaN       NaN   NaN   
30983  38.315000 -122.807000    15  5.26      mw  NaN  NaN       NaN   NaN   
31368  38.477000 -122.725000     8  4.60      mb  NaN  NaN       NaN   NaN   

             net  ... horizontalError depthError magError magNst    status  \
284           nc  ...            0.09       0.12    0.198     82  reviewed   
294           nc  ...            0.09       0.12     0.15     81  reviewed   
295           nc  ...            0.09       0.14    0.127     11  reviewed   
296           nc  ...            0.09       0.14    0.137     87  reviewed   
297           nc  ...            0.11       0.15    0.126     56  reviewed   
...          ...  ...             ...        ...      ...    ...       ...   
29796         us  ...             NaN        NaN      NaN    NaN  reviewed   
29834         us  ...             NaN        NaN      NaN    NaN  reviewed   
30981  iscgemsup  ...             NaN          7     0.75    NaN  reviewed   
30983     iscgem  ...             NaN          7      0.2    NaN  reviewed   
31368      ushis  ...             NaN        NaN      NaN    NaN  reviewed   

      locationSource  magSource\r        Date    Energy    grid_label  
284               nc         nc\r  2022-11-04  0.773347  Grid_-123_38  
294               nc         nc\r  2022-10-20  0.779588  Grid_-123_38  
295               nc         nc\r  2022-10-19  0.789860  Grid_-123_38  
296               nc         nc\r  2022-10-19  0.801982  Grid_-123_38  
297               nc         nc\r  2022-10-15  0.762815  Grid_-123_38  
...              ...          ...         ...       ...           ...  
29796              b        brk\r  1973-11-28  0.835175  Grid_-123_38  
29834              b         us\r  1973-09-17  0.956723  Grid_-123_38  
30981      iscgemsup  iscgemsup\r  1969-10-02  1.111805  Grid_-123_38  
30983         iscgem     iscgem\r  1969-10-02  1.106754  Grid_-123_38  
31368          ushis         us\r  1968-04-25  1.017371  Grid_-123_38  

[1006 rows x 24 columns]}
62
Hide code cell source
fig = go.Figure()

# Create a color map for unique colors for each grid
colors = px.colors.qualitative.Pastel

# Iterate through the grid_dataframes and add scatter plots to the figure
for i, (label, grid_df) in enumerate(grid_etas.items()):
    color = colors[i % len(colors)]  # Cycle through the color map
    scatter = px.scatter(grid_df, x='X', y='Y', color_discrete_sequence=[color])
    fig.add_trace(scatter.data[0])  # Add the trace to the main figure

# Display the combined figure
fig.update_layout(title='Earthquake Grids (ETAS)')
fig.update_layout(width=800, height=800)
fig.show()
Hide code cell source
fig = go.Figure()

# Create a color map for unique colors for each grid
colors = px.colors.qualitative.Pastel

# Iterate through the grid_dataframes and add scatter plots to the figure
for i, (label, grid_df) in enumerate(grid_usgs.items()):
    color = colors[i % len(colors)]  # Cycle through the color map
    scatter = px.scatter(grid_df, x='longitude', y='latitude', color_discrete_sequence=[color])
    fig.add_trace(scatter.data[0])  # Add the trace to the main figure

# Display the combined figure
fig.update_layout(title='Earthquake Grids (USGS)')
fig.update_layout(width=800, height=800)
fig.show()